From 5a7d27b83aafa053264867321cbdee65bc234e77 Mon Sep 17 00:00:00 2001 From: hannandarryl <hannandarryl@gmail.com> Date: Mon, 28 Nov 2022 18:48:14 +0000 Subject: [PATCH] pushing latest onsd model --- .../onsd_mlp_ximing/arguments.txt | 1 + .../best_classifier_0.pt/keras_metadata.pb | 8 + .../best_classifier_0.pt/saved_model.pb | Bin 0 -> 78220 bytes .../variables/variables.data-00000-of-00001 | Bin 0 -> 5808 bytes .../variables/variables.index | Bin 0 -> 464 bytes .../onsd_mlp_ximing/fp_fn.txt | 6 + .../onsd_mlp_ximing/test_ids.txt | 25 + sparse_coding_torch/onsd/classifier_model.py | 86 +++- .../onsd/generate_images_to_label.py | 88 +++- sparse_coding_torch/onsd/load_data.py | 57 ++- .../onsd/logistic_regression.py | 257 +++++++++++ sparse_coding_torch/onsd/train_MLP.py | 426 ++++++++++++++++++ sparse_coding_torch/onsd/train_classifier.py | 203 ++++++--- .../onsd/train_regression_model.py | 164 +++++++ .../onsd/train_sharpness_classifier.py | 155 ------- .../onsd/train_sparse_model.py | 26 +- sparse_coding_torch/onsd/video_loader.py | 315 ++++++++----- .../output/onsd_full_width_16/arguments.txt | 1 + .../best_sparse.pt/keras_metadata.pb | 4 + .../best_sparse.pt/saved_model.pb | Bin 0 -> 45988 bytes .../variables/variables.data-00000-of-00001 | Bin 0 -> 97459 bytes .../best_sparse.pt/variables/variables.index | Bin 0 -> 242 bytes .../output/onsd_full_width_16/filters_0.mp4 | Bin 0 -> 37013 bytes .../output/onsd_full_width_16/filters_10.mp4 | Bin 0 -> 33166 bytes .../output/onsd_full_width_16/filters_100.mp4 | Bin 0 -> 27412 bytes .../output/onsd_full_width_16/filters_102.mp4 | Bin 0 -> 27324 bytes .../output/onsd_full_width_16/filters_104.mp4 | Bin 0 -> 27389 bytes .../output/onsd_full_width_16/filters_106.mp4 | Bin 0 -> 27528 bytes .../output/onsd_full_width_16/filters_108.mp4 | Bin 0 -> 27322 bytes .../output/onsd_full_width_16/filters_110.mp4 | Bin 0 -> 27166 bytes .../output/onsd_full_width_16/filters_112.mp4 | Bin 0 -> 27304 bytes 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| Bin 0 -> 29434 bytes .../output/onsd_full_width_16/filters_32.mp4 | Bin 0 -> 29285 bytes .../output/onsd_full_width_16/filters_34.mp4 | Bin 0 -> 29181 bytes .../output/onsd_full_width_16/filters_36.mp4 | Bin 0 -> 28975 bytes .../output/onsd_full_width_16/filters_38.mp4 | Bin 0 -> 28861 bytes .../output/onsd_full_width_16/filters_4.mp4 | Bin 0 -> 34894 bytes .../output/onsd_full_width_16/filters_40.mp4 | Bin 0 -> 28755 bytes .../output/onsd_full_width_16/filters_42.mp4 | Bin 0 -> 28678 bytes .../output/onsd_full_width_16/filters_44.mp4 | Bin 0 -> 28433 bytes .../output/onsd_full_width_16/filters_46.mp4 | Bin 0 -> 28457 bytes .../output/onsd_full_width_16/filters_48.mp4 | Bin 0 -> 28409 bytes .../output/onsd_full_width_16/filters_50.mp4 | Bin 0 -> 28264 bytes .../output/onsd_full_width_16/filters_52.mp4 | Bin 0 -> 28299 bytes .../output/onsd_full_width_16/filters_54.mp4 | Bin 0 -> 28262 bytes .../output/onsd_full_width_16/filters_56.mp4 | Bin 0 -> 28290 bytes 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0 -> 27551 bytes .../output/onsd_full_width_16/filters_84.mp4 | Bin 0 -> 27584 bytes .../output/onsd_full_width_16/filters_86.mp4 | Bin 0 -> 27454 bytes .../output/onsd_full_width_16/filters_88.mp4 | Bin 0 -> 27482 bytes .../output/onsd_full_width_16/filters_90.mp4 | Bin 0 -> 27648 bytes .../output/onsd_full_width_16/filters_92.mp4 | Bin 0 -> 27319 bytes .../output/onsd_full_width_16/filters_94.mp4 | Bin 0 -> 27308 bytes .../output/onsd_full_width_16/filters_96.mp4 | Bin 0 -> 27305 bytes .../output/onsd_full_width_16/filters_98.mp4 | Bin 0 -> 27247 bytes .../onsd_full_width_16/filters_start.mp4 | Bin 0 -> 38087 bytes .../output/onsd_full_width_16/loss_graph.png | Bin 0 -> 58013 bytes sparse_coding_torch/sparse_model.py | 23 +- 100 files changed, 1464 insertions(+), 381 deletions(-) create mode 100644 sparse_coding_torch/classifier_outputs/onsd_mlp_ximing/arguments.txt create mode 100644 sparse_coding_torch/classifier_outputs/onsd_mlp_ximing/best_classifier_0.pt/keras_metadata.pb create 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Long_Video.mp4'] + +FN: +['/shared_data/bamc_onsd_data/revised_extended_onsd_data/Positives/64/2. 64.1 Right Lat_Video 1.mp4'] + diff --git a/sparse_coding_torch/classifier_outputs/onsd_mlp_ximing/test_ids.txt b/sparse_coding_torch/classifier_outputs/onsd_mlp_ximing/test_ids.txt new file mode 100644 index 0000000..ac00e5c --- /dev/null +++ b/sparse_coding_torch/classifier_outputs/onsd_mlp_ximing/test_ids.txt @@ -0,0 +1,25 @@ +[ 2 6 7 9 10 19 21 23 29 34 36 38 41 45 + 46 51 58 59 64 65 69 73 74 86 88 90 96 97 + 100 101 106 108 110 111 113 122 133 135 140 142 143 147 + 149 151 154 158 160 167 172 179 198 204 206 208 209 212 + 213 214 219 221 232 243 245 254 264 271 272 277 285 299 + 301 302 307 314 326 333 354 358 364 370 375 388 389 394 + 395 396 401 407 409 410 412 438 448 452 454 465 473 474 + 476 479 485 488 492 501 520 522 526 527 534 545 547 551 + 552 553 562 563 564 570 571 575 584 597 601 603 605 606 + 608 610 613 614 621 628 632 641 642 643 657 659 663 667 + 668 673 674 682 684 699 710 712 715 723 728 734 736 740 + 741 743 747 748 749 750 754 757 766 776 777 779 780 788 + 789 790 798 804 808 810 819 823 826 839 842 844 849 850 + 851 853 857 860 861 868 878 879 898 903 921 923 928 929 + 931 934 935 936 939 944 945 955 959 961 964 965 968 974 + 978 979 981 986 991 992 993 1001 1002 1006 1017 1023 1024 1025 + 1029 1032 1034 1035 1036 1041 1050 1051 1056 1059 1061 1064 1069 1070 + 1081 1089 1092 1093 1094 1097 1102 1108 1116 1121 1122 1124 1128 1153 + 1154 1160 1165 1166 1167 1173 1175 1177 1182 1183 1186 1189 1192 1195 + 1197 1198 1210 1214 1219 1220 1225 1226 1236 1237 1244 1247 1250 1254 + 1274 1277 1279 1280 1287 1290 1292 1293 1294 1295 1298 1306 1312 1318 + 1319 1322 1333 1338 1345 1348 1349 1351 1353 1364 1369 1375 1378 1379 + 1380 1385 1393 1397 1398 1403 1407 1410 1411 1414 1415 1420 1421 1422 + 1425 1429 1440 1446 1458 1469 1483 1488 1491 1493 1495 1496 1497 1498 + 1499 1504 1507 1509 1514 1518] diff --git a/sparse_coding_torch/onsd/classifier_model.py b/sparse_coding_torch/onsd/classifier_model.py index ac9aa14..a1c72fc 100644 --- a/sparse_coding_torch/onsd/classifier_model.py +++ b/sparse_coding_torch/onsd/classifier_model.py @@ -15,25 +15,28 @@ class ONSDClassifier(keras.layers.Layer): # self.sparse_filters = tf.squeeze(keras.models.load_model(sparse_checkpoint).weights[0], axis=0) -# self.conv_1 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') -# self.conv_2 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') -# self.conv_3 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') + self.conv_1 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') + self.conv_2 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') + self.conv_3 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') # self.conv_4 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') # self.conv_5 = keras.layers.Conv2D(32, kernel_size=(4, 4), strides=1, activation='relu', padding='valid') # self.conv_6 = keras.layers.Conv2D(32, kernel_size=(8, 8), strides=2, activation='relu', padding='valid') - self.conv_1 = keras.layers.Conv1D(10, kernel_size=3, strides=1, activation='relu', padding='valid') - self.conv_2 = keras.layers.Conv1D(10, kernel_size=3, strides=1, activation='relu', padding='valid') +# self.conv_1 = keras.layers.Conv1D(10, kernel_size=3, strides=1, activation='relu', padding='valid') +# self.conv_2 = keras.layers.Conv1D(10, kernel_size=3, strides=1, activation='relu', padding='valid') self.flatten = keras.layers.Flatten() -# self.dropout = keras.layers.Dropout(0.5) + self.dropout = keras.layers.Dropout(0.20) + + self.ff_dropout = keras.layers.Dropout(0.1) # self.ff_1 = keras.layers.Dense(1000, activation='relu', use_bias=True) # self.ff_2 = keras.layers.Dense(500, activation='relu', use_bias=True) -# self.ff_2 = keras.layers.Dense(100, activation='relu', use_bias=True) + self.ff_2 = keras.layers.Dense(100, activation='relu', use_bias=True) self.ff_3 = keras.layers.Dense(20, activation='relu', use_bias=True) self.ff_final_1 = keras.layers.Dense(1) -# self.ff_final_2 = keras.layers.Dense(1) + self.ff_final_2 = keras.layers.Dense(1) + self.do_dropout = True # @tf.function def call(self, activations): @@ -41,19 +44,42 @@ class ONSDClassifier(keras.layers.Layer): # x = tf.nn.relu(x) x = self.conv_1(activations) x = self.conv_2(x) -# x = self.conv_3(x) + x = self.dropout(x, self.do_dropout) + x = self.conv_3(x) # x = self.conv_4(x) # x = self.conv_5(x) # x = self.conv_6(x) x = self.flatten(x) # x = self.ff_1(x) # x = self.dropout(x) -# x = self.ff_2(x) -# x = self.dropout(x) + x = self.ff_2(x) + x = self.ff_dropout(x, self.do_dropout) x = self.ff_3(x) # x = self.dropout(x) class_pred = self.ff_final_1(x) -# width_pred = tf.math.tanh(self.ff_final_2(x)) + width_pred = tf.math.sigmoid(self.ff_final_2(x)) + + return class_pred, width_pred + +class ONSDMLP(keras.layers.Layer): + def __init__(self): + super(ONSDMLP, self).__init__() + + self.ff_dropout = keras.layers.Dropout(0.1) + +# self.ff_1 = keras.layers.Dense(1000, activation='relu', use_bias=True) +# self.ff_2 = keras.layers.Dense(500, activation='relu', use_bias=True) + self.ff_2 = keras.layers.Dense(16, activation='relu', use_bias=True) + self.ff_3 = keras.layers.Dense(8, activation='relu', use_bias=True) + self.ff_final_1 = keras.layers.Dense(1) + self.do_dropout = True + +# @tf.function + def call(self, activations): + x = self.ff_2(activations) + x = self.ff_dropout(x, self.do_dropout) + x = self.ff_3(x) + class_pred = self.ff_final_1(x) return class_pred @@ -92,6 +118,42 @@ class ONSDSharpness(keras.Model): x = self.ff_3(x) return x + +class ONSDRegression(keras.Model): + def __init__(self): + super().__init__() +# self.encoder = tf.keras.applications.DenseNet121(include_top=False) +# self.encoder.trainable = True + self.conv_1 = keras.layers.Conv2D(32, kernel_size=4, strides=2, activation='relu', padding='valid') + self.conv_2 = keras.layers.Conv2D(32, kernel_size=4, strides=2, activation='relu', padding='valid') +# self.conv_3 = keras.layers.Conv2D(32, kernel_size=4, strides=2, activation='relu', padding='valid') +# self.conv_4 = keras.layers.Conv2D(32, kernel_size=4, strides=2, activation='relu', padding='valid') +# self.conv_5 = keras.layers.Conv2D(32, kernel_size=4, strides=2, activation='relu', padding='valid') +# self.conv_6 = keras.layers.Conv2D(32, kernel_size=2, strides=1, activation='relu', padding='valid') + + self.flatten = keras.layers.Flatten() + +# self.ff_1 = keras.layers.Dense(1000, activation='relu', use_bias=True) + self.ff_2 = keras.layers.Dense(100, activation='relu', use_bias=True) + self.ff_3 = keras.layers.Dense(1, activation='sigmoid') + + @tf.function + def call(self, images): +# x = self.encoder(images) + x = self.conv_1(images) + x = self.conv_2(x) +# x = self.conv_3(x) +# x = self.conv_4(x) +# x = self.conv_5(x) +# x = self.conv_6(x) + + x = self.flatten(x) + +# x = self.ff_1(x) + x = self.ff_2(x) + x = self.ff_3(x) + + return x # class MobileModelONSD(keras.Model): diff --git a/sparse_coding_torch/onsd/generate_images_to_label.py b/sparse_coding_torch/onsd/generate_images_to_label.py index f62d496..ab5cb17 100644 --- a/sparse_coding_torch/onsd/generate_images_to_label.py +++ b/sparse_coding_torch/onsd/generate_images_to_label.py @@ -11,6 +11,11 @@ from tqdm import tqdm import torchvision as tv import cv2 import random +from yolov4.get_bounding_boxes import YoloModel +from matplotlib import pyplot as plt +from matplotlib import cm + +yolo_model = YoloModel('onsd') video_path = "/shared_data/bamc_onsd_data/revised_onsd_data" @@ -39,8 +44,8 @@ videos = [] for label in labels: videos.extend([(label, abspath(join(video_path, label, f)), f) for f in glob.glob(join(video_path, label, '*', '*.mp4'))]) -if not os.path.exists('sparse_coding_torch/onsd/individual_frames'): - os.makedirs('sparse_coding_torch/onsd/individual_frames') +if not os.path.exists('sparse_coding_torch/onsd/individual_frames_cleaned'): + os.makedirs('sparse_coding_torch/onsd/individual_frames_cleaned') files_to_write = [] @@ -52,7 +57,7 @@ for txt_label, path, f_name in tqdm(videos): f_name = f_name.split('/')[-1] # print(f_name) - write_path = os.path.join('sparse_coding_torch/onsd/individual_frames', label, f_name[:f_name.rfind('.')]) + write_path = os.path.join('sparse_coding_torch/onsd/individual_frames_cleaned', label, f_name[:f_name.rfind('.')]) if not os.path.exists(write_path): os.makedirs(write_path) @@ -65,33 +70,80 @@ for txt_label, path, f_name in tqdm(videos): break frame = vc[:, j, :, :] - files_to_write.append((os.path.join(write_path, str(j) + '.png'), frame.numpy().swapaxes(0,1).swapaxes(1,2), label)) + files_to_write.append((os.path.join(write_path, str(j) + '.png'), frame, label)) # cv2.imwrite(os.path.join(write_path, str(j) + '.png'), frame.numpy().swapaxes(0,1).swapaxes(1,2)) vid_idx += 1 -num_positive = 50 -num_negative = 50 +num_positive = 100 +num_negative = 100 curr_positive = 0 curr_negative = 0 random.shuffle(files_to_write) -with open('sparse_coding_torch/onsd/individual_frames/onsd_labeled_widths.csv', 'w+') as csv_out: - out_write = csv.writer(csv_out) +for path, frame, label in files_to_write: + if label == 'Positives': + curr_positive += 1 + else: + curr_negative += 1 + +print(curr_positive) +print(curr_negative) + +# with open('sparse_coding_torch/onsd/individual_frames_cleaned/onsd_labeled_widths_empty.csv', 'w+') as csv_out: +# out_write = csv.writer(csv_out) - out_write.writerow(['Video', 'Distance']) +# out_write.writerow(['Video', 'Distance']) - for path, frame, label in files_to_write: - if label == 'Positives' and curr_positive < num_positive: - cv2.imwrite(path, frame) - out_write.writerow([path]) - curr_positive += 1 - elif label == 'Negatives' and curr_negative < num_positive: - cv2.imwrite(path, frame) - out_write.writerow([path]) - curr_negative += 1 +# for path, frame, label in files_to_write: +# if os.path.exists(path): +# continue + +# orig_height = frame.size(1) +# orig_width = frame.size(2) + +# bounding_boxes, classes, scores = yolo_model.get_bounding_boxes_v5(frame.swapaxes(0, 2).swapaxes(0, 1).numpy()) + +# eye_bounding_box = (None, 0.0) +# nerve_bounding_box = (None, 0.0) + +# for bb, class_pred, score in zip(bounding_boxes, classes, scores): +# if class_pred == 0 and score > nerve_bounding_box[1]: +# nerve_bounding_box = (bb, score) +# elif class_pred == 1 and score > eye_bounding_box[1]: +# eye_bounding_box = (bb, score) + +# eye_bounding_box = eye_bounding_box[0] +# nerve_bounding_box = nerve_bounding_box[0] + +# if eye_bounding_box is None or nerve_bounding_box is None: +# continue + +# nerve_center_x = round((nerve_bounding_box[2] + nerve_bounding_box[0]) / 2 * orig_width) + +# eye_center_y = round(eye_bounding_box[3] * orig_height) + +# crop_center_x = nerve_center_x +# crop_center_y = eye_center_y + 65 + +# if label == 'Positives' and curr_positive < num_positive: +# # plt.clf() +# # plt.imshow(frame.numpy().swapaxes(0,1).swapaxes(1,2), cmap=cm.Greys_r) +# # plt.scatter([crop_center_x], [crop_center_y], color=["red"]) +# # plt.savefig(path) +# cv2.imwrite(path, frame.numpy().swapaxes(0,1).swapaxes(1,2)) +# out_write.writerow([path]) +# curr_positive += 1 +# elif label == 'Negatives' and curr_negative < num_positive: +# # plt.clf() +# # plt.imshow(frame.numpy().swapaxes(0,1).swapaxes(1,2), cmap=cm.Greys_r) +# # plt.scatter([crop_center_x], [crop_center_y], color=["red"]) +# # plt.savefig(path) +# cv2.imwrite(path, frame.numpy().swapaxes(0,1).swapaxes(1,2)) +# out_write.writerow([path]) +# curr_negative += 1 \ No newline at end of file diff --git a/sparse_coding_torch/onsd/load_data.py b/sparse_coding_torch/onsd/load_data.py index 137f148..b422d63 100644 --- a/sparse_coding_torch/onsd/load_data.py +++ b/sparse_coding_torch/onsd/load_data.py @@ -3,14 +3,14 @@ import torchvision import torch from sklearn.model_selection import train_test_split from sparse_coding_torch.utils import MinMaxScaler -from sparse_coding_torch.onsd.video_loader import get_participants, ONSDGoodFramesLoader, FrameLoader +from sparse_coding_torch.onsd.video_loader import get_participants, ONSDGoodFramesLoader, ONSDAllFramesLoader, FrameLoader, RegressionLoader from sparse_coding_torch.utils import VideoGrayScaler from typing import Sequence, Iterator import csv from sklearn.model_selection import train_test_split, GroupShuffleSplit, LeaveOneGroupOut, LeaveOneOut, StratifiedGroupKFold, StratifiedKFold, KFold, ShuffleSplit def load_onsd_videos(batch_size, input_size, crop_size, yolo_model=None, mode=None, n_splits=None): - video_path = "/shared_data/bamc_onsd_data/revised_onsd_data" + video_path = "/shared_data/bamc_onsd_data/revised_extended_onsd_data" transforms = torchvision.transforms.Compose( [torchvision.transforms.Grayscale(1), @@ -23,7 +23,7 @@ def load_onsd_videos(batch_size, input_size, crop_size, yolo_model=None, mode=No # torchvision.transforms.RandomAdjustSharpness(0.05) # ]) - dataset = ONSDGoodFramesLoader(video_path, crop_size[1], crop_size[0], transform=transforms, yolo_model=yolo_model) + dataset = ONSDAllFramesLoader(video_path, crop_size[1], crop_size[0], transform=transforms, yolo_model=yolo_model) targets = dataset.get_labels() @@ -44,6 +44,27 @@ def load_onsd_videos(batch_size, input_size, crop_size, yolo_model=None, mode=No groups = get_participants(dataset.get_filenames()) return gss.split(np.arange(len(targets)), targets, groups), dataset + elif mode == 'custom': + splits = [] + splits.append(['64', '129', '250', '117']) + splits.append(['163', '189', '3', '50', '106', '158']) + splits.append(['108', '95', '75', '51', '36', '241', '168']) + + test_train_idxs = [] + + for split in splits: + test_idx = [] + train_idx = [] + + for i, participant in enumerate(get_participants(dataset.get_filenames())): + if participant in split: + test_idx.append(i) + else: + train_idx.append(i) + + test_train_idxs.append((train_idx, test_idx)) + + return test_train_idxs, dataset else: # gss = ShuffleSplit(n_splits=n_splits, test_size=0.2) gss = GroupShuffleSplit(n_splits=n_splits, test_size=0.2) @@ -51,6 +72,7 @@ def load_onsd_videos(batch_size, input_size, crop_size, yolo_model=None, mode=No groups = get_participants(dataset.get_filenames()) return gss.split(np.arange(len(targets)), targets, groups), dataset +# return gss.split(np.arange(len(targets)), targets), dataset def load_onsd_frames(batch_size, input_size, mode=None, yolo_model=None): video_path = "/shared_data/bamc_onsd_data/revised_onsd_data" @@ -76,4 +98,31 @@ def load_onsd_frames(batch_size, input_size, mode=None, yolo_model=None): groups = get_participants(dataset.get_filenames()) - return gss.split(np.arange(len(targets)), targets, groups), dataset \ No newline at end of file + return gss.split(np.arange(len(targets)), targets, groups), dataset + +def load_onsd_regression(batch_size, input_size, mode=None, yolo_model=None): + csv_path = "sparse_coding_torch/onsd/individual_frames_cleaned/onsd_labeled_widths.csv" + + transforms = torchvision.transforms.Compose( + [torchvision.transforms.Grayscale(1), + MinMaxScaler(0, 255), + torchvision.transforms.Resize(input_size[:2]) + ]) + + dataset = RegressionLoader(csv_path, input_size[1], input_size[0], transform=transforms, yolo_model=yolo_model) + + targets = dataset.get_labels() + + if mode == 'all_train': + train_idx = np.arange(len(targets)) + test_idx = None + + return [(train_idx, test_idx)], dataset + else: +# gss = ShuffleSplit(test_size=0.2) + gss = GroupShuffleSplit(n_splits=1, test_size=0.2) + + groups = dataset.get_filenames() + + return gss.split(np.arange(len(targets)), targets, groups), dataset +# return gss.split(np.arange(len(targets)), targets), dataset \ No newline at end of file diff --git a/sparse_coding_torch/onsd/logistic_regression.py b/sparse_coding_torch/onsd/logistic_regression.py new file mode 100644 index 0000000..0dcc679 --- /dev/null +++ b/sparse_coding_torch/onsd/logistic_regression.py @@ -0,0 +1,257 @@ +import tensorflow.keras as keras +import tensorflow as tf +# tf.debugging.set_log_device_placement(True) +import torch +import torch.nn as nn +import torch.nn.functional as F +from tqdm import tqdm +import argparse +import os +from sparse_coding_torch.onsd.load_data import load_onsd_videos +from sparse_coding_torch.utils import SubsetWeightedRandomSampler, get_sample_weights +from sparse_coding_torch.sparse_model import SparseCode, ReconSparse, normalize_weights, normalize_weights_3d +from sparse_coding_torch.onsd.classifier_model import ONSDClassifier +from sparse_coding_torch.onsd.video_loader import get_yolo_region_onsd +import time +import numpy as np +from sklearn.metrics import f1_score, accuracy_score, confusion_matrix +import random +import pickle +# from sparse_coding_torch.onsd.train_sparse_model import sparse_loss +from yolov4.get_bounding_boxes import YoloModel +import torchvision +from sparse_coding_torch.utils import VideoGrayScaler, MinMaxScaler +import glob +import cv2 +import copy +import matplotlib.pyplot as plt +from sklearn.linear_model import LogisticRegression, RidgeClassifier +from sklearn.neural_network import MLPClassifier +from sklearn import metrics +from sklearn.preprocessing import normalize + +tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR) + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--batch_size', default=32, type=int) + parser.add_argument('--kernel_height', default=10, type=int) + parser.add_argument('--kernel_width', default=150, type=int) + parser.add_argument('--kernel_depth', default=1, type=int) + parser.add_argument('--num_kernels', default=10, type=int) + parser.add_argument('--stride', default=1, type=int) + parser.add_argument('--max_activation_iter', default=300, type=int) + parser.add_argument('--activation_lr', default=1e-2, type=float) + parser.add_argument('--lam', default=0.05, type=float) + parser.add_argument('--output_dir', default='./output', type=str) + parser.add_argument('--sparse_checkpoint', default=None, type=str) + parser.add_argument('--splits', default=None, type=str, help='k_fold or leave_one_out or all_train or custom') + parser.add_argument('--seed', default=26, type=int) + parser.add_argument('--n_splits', default=5, type=int) + parser.add_argument('--dataset', default='onsd', type=str) + parser.add_argument('--crop_height', type=int, default=100) + parser.add_argument('--crop_width', type=int, default=300) + parser.add_argument('--scale_factor', type=int, default=2) + parser.add_argument('--clip_depth', type=int, default=1) + parser.add_argument('--frames_to_skip', type=int, default=1) + + args = parser.parse_args() + + crop_height = args.crop_height + crop_width = args.crop_width + + image_height = int(crop_height / args.scale_factor) + image_width = int(crop_width / args.scale_factor) + clip_depth = args.clip_depth + + batch_size = args.batch_size + + random.seed(args.seed) + np.random.seed(args.seed) + torch.manual_seed(args.seed) + tf.random.set_seed(args.seed) + + output_dir = args.output_dir + if not os.path.exists(output_dir): + os.makedirs(output_dir) + + with open(os.path.join(output_dir, 'arguments.txt'), 'w+') as out_f: + out_f.write(str(args)) + + yolo_model = YoloModel(args.dataset) + + all_errors = [] + + inputs = keras.Input(shape=(clip_depth, image_height, image_width, 1)) + + filter_inputs = keras.Input(shape=(clip_depth, args.kernel_height, args.kernel_width, 1, args.num_kernels), dtype='float32') + + output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_height=args.kernel_height, kernel_width=args.kernel_width, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=False)(inputs, filter_inputs) + + sparse_model = keras.Model(inputs=(inputs, filter_inputs), outputs=output) + recon_model = keras.models.load_model(args.sparse_checkpoint) + + + splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), crop_size=(crop_height, crop_width), yolo_model=yolo_model, mode=args.splits, n_splits=args.n_splits) + positive_class = 'Positives' + +# difficult_vids = split_difficult_vids(dataset.get_difficult_vids(), args.n_splits) + + train_pred_all = None + train_gt_all = None + + test_pred_all = None + test_gt_all = None + + video_pred_all = None + video_gt_all = None + + frame_pred_all = None + frame_gt_all = None + + i_fold = 0 + for train_idx, test_idx in splits: + with open(os.path.join(output_dir, 'test_ids.txt'), 'a+') as test_id_out: + test_id_out.write(str(test_idx) + '\n') + train_loader = copy.deepcopy(dataset) + train_loader.set_indicies(train_idx) + test_loader = copy.deepcopy(dataset) + if args.splits == 'all_train': + test_loader.set_indicies(train_idx) + else: + test_loader.set_indicies(test_idx) + + train_tf = tf.data.Dataset.from_tensor_slices((train_loader.get_frames(), train_loader.get_labels(), train_loader.get_widths())) + test_tf = tf.data.Dataset.from_tensor_slices((test_loader.get_frames(), test_loader.get_labels(), test_loader.get_widths())) + + print('{} train videos.'.format(len(train_tf))) + print('{} positive videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==0))))) + print('-----------------') + print('{} test videos.'.format(len(test_tf))) + print('{} positive videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==0))))) + +# clf = LogisticRegression(max_iter=1000) +# clf = RidgeClassifier(alpha=3.0) + clf = MLPClassifier(hidden_layer_sizes=(16,)) + + train_filter_activations = [[] for _ in range(args.num_kernels)] + + for images, labels, width in tqdm(train_tf.shuffle(len(train_tf)).batch(batch_size)): + images = tf.expand_dims(tf.transpose(images, [0, 2, 3, 1]), axis=1) + + activations = tf.stop_gradient(sparse_model([images, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])).numpy() + + for b_idx in range(activations.shape[0]): + acts = np.squeeze(activations[b_idx]) + + for i in range(args.num_kernels): + acts_for_filter = acts[:, i] + + act_sum = np.sum(acts_for_filter) + + train_filter_activations[i].append((act_sum, float(labels[b_idx]))) + + test_filter_activations = [[] for _ in range(args.num_kernels)] + + for images, labels, width in tqdm(test_tf.batch(args.batch_size)): + images = tf.expand_dims(tf.transpose(images, [0, 2, 3, 1]), axis=1) + + activations = tf.stop_gradient(sparse_model([images, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])).numpy() + + for b_idx in range(activations.shape[0]): + acts = np.squeeze(activations[b_idx]) + + for i in range(args.num_kernels): + acts_for_filter = acts[:, i] + + act_sum = np.sum(acts_for_filter) + + test_filter_activations[i].append((act_sum, float(labels[b_idx]))) + + train_X = [] + train_y = [] + + for i in range(len(train_filter_activations[0])): + x = np.array([train_filter_activations[j][i][0] for j in range(args.num_kernels)]) + label = train_filter_activations[0][i][1] + + train_X.append(x) + train_y.append(label) + + assert len(train_X) == len(train_y) + assert len(train_X) == len(train_tf) + + test_X = [] + test_y = [] + + for i in range(len(test_filter_activations[0])): + x = np.array([test_filter_activations[j][i][0] for j in range(args.num_kernels)]) + label = test_filter_activations[0][i][1] + + test_X.append(x) + test_y.append(label) + + assert len(test_X) == len(test_y) + + train_X = normalize(train_X) + test_X = normalize(test_X) + + clf.fit(train_X, train_y) + + train_pred = clf.predict(train_X) + if train_pred_all is None: + train_pred_all = train_pred + train_gt_all = train_y + else: + train_pred_all = np.concatenate([train_pred_all, train_pred]) + train_gt_all = np.concatenate([train_gt_all, train_y]) + + test_pred = clf.predict(test_X) + if test_pred_all is None: + test_pred_all = test_pred + test_gt_all = test_y + else: + test_pred_all = np.concatenate([test_pred_all, test_pred]) + test_gt_all = np.concatenate([test_gt_all, test_y]) + + if args.splits == 'leave_one_out': + video_gt = np.array([test_y[0]]) + video_pred = np.array([np.round(np.average(test_pred))]) + + if video_pred_all is None: + video_pred_all = video_pred + video_gt_all = video_gt + else: + video_pred_all = np.concatenate([video_pred_all, video_pred]) + video_gt_all = np.concatenate([video_gt_all, video_gt]) + + sample_idx = random.sample(list(range(len(test_pred))), min([5, len(test_pred)])) + frame_pred = np.array([pred for idx, pred in enumerate(test_pred) if idx in sample_idx]) + frame_gt = np.array([pred for idx, pred in enumerate(test_y) if idx in sample_idx]) + + if frame_pred_all is None: + frame_pred_all = frame_pred + frame_gt_all = frame_gt + else: + frame_pred_all = np.concatenate([frame_pred_all, frame_pred]) + frame_gt_all = np.concatenate([frame_gt_all, frame_gt]) + + train_acc = metrics.accuracy_score(train_pred, train_y) + test_acc = metrics.accuracy_score(test_pred, test_y) + + print('i_fold={}, train_acc={:.2f}, test_acc={:.2f}'.format(i_fold, train_acc, test_acc)) + + print('Final Predictions!') + + train_accuracy = metrics.accuracy_score(train_pred_all, train_gt_all) + test_accuracy = metrics.accuracy_score(test_pred_all, test_gt_all) + frame_accuracy = metrics.accuracy_score(frame_pred_all, frame_gt_all) + + if args.splits == 'leave_one_out': + video_accuracy = metrics.accuracy_score(video_pred_all, video_gt_all) + + print('train_acc={:.2f}, test_acc={:.2f}, frame_acc={:.2f}, video_acc={:.2f}'.format(train_accuracy, test_accuracy, frame_accuracy, video_accuracy)) + else: + print('train_acc={:.2f}, test_acc={:.2f}, frame_acc={:.2f}'.format(train_accuracy, test_accuracy, frame_accuracy)) \ No newline at end of file diff --git a/sparse_coding_torch/onsd/train_MLP.py b/sparse_coding_torch/onsd/train_MLP.py new file mode 100644 index 0000000..1ad78c4 --- /dev/null +++ b/sparse_coding_torch/onsd/train_MLP.py @@ -0,0 +1,426 @@ +import tensorflow.keras as keras +import tensorflow as tf +# tf.debugging.set_log_device_placement(True) +import torch +import torch.nn as nn +import torch.nn.functional as F +from tqdm import tqdm +import argparse +import os +from sparse_coding_torch.onsd.load_data import load_onsd_videos +from sparse_coding_torch.utils import SubsetWeightedRandomSampler, get_sample_weights +from sparse_coding_torch.sparse_model import SparseCode, ReconSparse, normalize_weights, normalize_weights_3d +from sparse_coding_torch.onsd.classifier_model import ONSDMLP +from sparse_coding_torch.onsd.video_loader import get_yolo_region_onsd +import time +import numpy as np +from sklearn.metrics import f1_score, accuracy_score, confusion_matrix +import random +import pickle +# from sparse_coding_torch.onsd.train_sparse_model import sparse_loss +from yolov4.get_bounding_boxes import YoloModel +import torchvision +from sparse_coding_torch.utils import VideoGrayScaler, MinMaxScaler +import glob +import cv2 +import copy +import matplotlib.pyplot as plt + +tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR) + +def calculate_onsd_scores(input_videos, labels, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height, max_width): + all_predictions = [] + + numerical_labels = [] + for label in labels: + if label == 'Positives': + numerical_labels.append(1.0) + else: + numerical_labels.append(0.0) + + final_list = [] + fp_ids = [] + fn_ids = [] + for v_idx, f in tqdm(enumerate(input_videos)): + vc = torchvision.io.read_video(f)[0].permute(3, 0, 1, 2) + + all_classes = [] + all_widths = [] + + all_frames = [vc[:, i, :, :] for i in range(0, vc.size(1), 20)] + + all_yolo = [get_yolo_region_onsd(yolo_model, frame, crop_width, crop_height, False) for frame in all_frames] + + all_yolo = [yolo[0] for yolo in all_yolo if yolo is not None] + + for i in range(0, len(all_yolo), 32): + batch = torch.stack(all_yolo[i:i+32]) + + batch = transform(batch).to(torch.float32).unsqueeze(4).numpy() + + activations = tf.stop_gradient(sparse_model([batch, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])) + + activations = tf.squeeze(activations, axis=1) + activations = tf.squeeze(activations, axis=2) + activations = tf.math.reduce_sum(activations, axis=1) + + pred = classifier_model(activations) + + pred = tf.math.round(tf.math.sigmoid(pred)) +# width_pred = tf.math.round(width_pred * max_width) + + all_classes.append(pred) + + final_pred = np.round(np.average(np.concatenate(all_classes))) +# print(all_widths) +# average_width = np.average(np.array(all_widths)) +# print(average_width) +# if average_width > 5.0: +# final_pred = 1 +# else: +# final_pred = 0 + + if final_pred != numerical_labels[v_idx]: + if final_pred == 0: + fn_ids.append(f) + else: + fp_ids.append(f) + + final_list.append(final_pred) + + return np.array(final_list), np.array(numerical_labels), fn_ids, fp_ids + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--batch_size', default=128, type=int) + parser.add_argument('--kernel_width', default=150, type=int) + parser.add_argument('--kernel_height', default=10, type=int) + parser.add_argument('--kernel_depth', default=1, type=int) + parser.add_argument('--num_kernels', default=16, type=int) + parser.add_argument('--stride', default=1, type=int) + parser.add_argument('--max_activation_iter', default=300, type=int) + parser.add_argument('--activation_lr', default=1e-2, type=float) + parser.add_argument('--lr', default=5e-2, type=float) + parser.add_argument('--epochs', default=15, type=int) + parser.add_argument('--lam', default=0.05, type=float) + parser.add_argument('--output_dir', default='./output', type=str) + parser.add_argument('--sparse_checkpoint', default=None, type=str) + parser.add_argument('--checkpoint', default=None, type=str) + parser.add_argument('--splits', default=None, type=str, help='k_fold or leave_one_out or all_train or custom') + parser.add_argument('--seed', default=26, type=int) + parser.add_argument('--train', action='store_true') + parser.add_argument('--n_splits', default=5, type=int) + parser.add_argument('--save_train_test_splits', action='store_true') + parser.add_argument('--balance_classes', action='store_true') + parser.add_argument('--dataset', default='onsd', type=str) + parser.add_argument('--crop_height', type=int, default=100) + parser.add_argument('--crop_width', type=int, default=300) + parser.add_argument('--scale_factor', type=int, default=2) + parser.add_argument('--clip_depth', type=int, default=1) + parser.add_argument('--frames_to_skip', type=int, default=1) + + args = parser.parse_args() + + crop_height = args.crop_height + crop_width = args.crop_width + + image_height = int(crop_height / args.scale_factor) + image_width = int(crop_width / args.scale_factor) + clip_depth = args.clip_depth + + batch_size = args.batch_size + + random.seed(args.seed) + np.random.seed(args.seed) + torch.manual_seed(args.seed) + tf.random.set_seed(args.seed) + + output_dir = args.output_dir + if not os.path.exists(output_dir): + os.makedirs(output_dir) + + with open(os.path.join(output_dir, 'arguments.txt'), 'w+') as out_f: + out_f.write(str(args)) + + yolo_model = YoloModel(args.dataset) + + all_errors = [] + + inputs = keras.Input(shape=(clip_depth, image_height, image_width, 1)) + + filter_inputs = keras.Input(shape=(clip_depth, args.kernel_height, args.kernel_width, 1, args.num_kernels), dtype='float32') + + output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_height=args.kernel_height, kernel_width=args.kernel_width, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=False)(inputs, filter_inputs) + + sparse_model = keras.Model(inputs=(inputs, filter_inputs), outputs=output) + recon_model = keras.models.load_model(args.sparse_checkpoint) + + data_augmentation = keras.Sequential([ +# keras.layers.RandomFlip('horizontal'), +# # keras.layers.RandomFlip('vertical'), +# keras.layers.RandomRotation(5), +# keras.layers.RandomBrightness(0.1) + ]) + + + splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), crop_size=(crop_height, crop_width), yolo_model=yolo_model, mode=args.splits, n_splits=args.n_splits) + positive_class = 'Positives' + +# difficult_vids = split_difficult_vids(dataset.get_difficult_vids(), args.n_splits) + + print('Processing frames...') + sparse_codes = [] + frames = dataset.get_frames() + for i in tqdm(range(0, len(frames), 32)): + frame = tf.stack(frames[i:i+32]) + frame = tf.expand_dims(data_augmentation(tf.transpose(frame, [0, 2, 3, 1])), axis=1) + + activations = tf.stop_gradient(sparse_model([frame, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])).numpy() + + activations = tf.squeeze(activations, axis=1) + activations = tf.squeeze(activations, axis=2) + activations = tf.math.reduce_sum(activations, axis=1) + + for act in activations: + sparse_codes.append(act) + + assert len(sparse_codes) == len(frames) + + video_true = [] + video_pred = [] + video_fn = [] + video_fp = [] + + train_frame_true = [] + train_frame_pred = [] + + test_frame_true = [] + test_frame_pred = [] + + with open(os.path.join(output_dir, 'test_ids.txt'),'w') as f: + pass + + i_fold = 0 + for train_idx, test_idx in splits: + with open(os.path.join(output_dir, 'test_ids.txt'), 'a+') as test_id_out: + test_id_out.write(str(test_idx) + '\n') + train_loader = copy.deepcopy(dataset) + train_loader.set_indicies(train_idx) + test_loader = copy.deepcopy(dataset) + if args.splits == 'all_train': + test_loader.set_indicies(train_idx) + else: + test_loader.set_indicies(test_idx) + + train_sparse_codes = [sc for i, sc in enumerate(sparse_codes) if i in train_idx] + test_sparse_codes = [sc for i, sc in enumerate(sparse_codes) if i in test_idx] + + train_tf = tf.data.Dataset.from_tensor_slices((train_sparse_codes, train_loader.get_labels(), train_loader.get_widths())) + test_tf = tf.data.Dataset.from_tensor_slices((test_sparse_codes, test_loader.get_labels(), test_loader.get_widths())) + + print('{} train videos.'.format(len(train_tf))) + print('{} positive videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==0))))) + print('-----------------') + print('{} test videos.'.format(len(test_tf))) + print('{} positive videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==0))))) + + +# negative_ds = ( +# train_tf +# .filter(lambda features, label, width: label==0) +# .repeat()) +# positive_ds = ( +# train_tf +# .filter(lambda features, label, width: label==1) +# .repeat()) + +# balanced_ds = tf.data.Dataset.sample_from_datasets( +# [negative_ds, positive_ds], [0.5, 0.5]) + + if args.checkpoint: + classifier_model = keras.models.load_model(args.checkpoint) + else: + classifier_inputs = keras.Input(shape=(args.num_kernels)) + classifier_outputs = ONSDMLP()(classifier_inputs) + + classifier_model = keras.Model(inputs=classifier_inputs, outputs=classifier_outputs) + + prediction_optimizer = keras.optimizers.Adam(learning_rate=args.lr) + + best_so_far = float('inf') + + class_criterion = keras.losses.BinaryCrossentropy(from_logits=True, reduction=keras.losses.Reduction.SUM) +# width_criterion = keras.losses.MeanSquaredError(reduction=keras.losses.Reduction.SUM) + + train_losses = [] + test_losses = [] + + train_accuracies = [] + test_accuracies = [] + +# train_mse = [] +# test_mse = [] + if args.train: + for epoch in range(args.epochs): + epoch_loss = 0 + t1 = time.perf_counter() + +# for images, labels, width in tqdm(balanced_ds.shuffle(len(train_tf)).batch(args.batch_size)): +# for images, labels, width in tqdm(balanced_ds.take(len(train_tf)).shuffle(len(train_tf)).batch(args.batch_size)): + classifier_model.do_dropout = True + for activations, labels, width in train_tf.shuffle(len(train_tf)).batch(args.batch_size): + with tf.GradientTape() as tape: + class_pred = classifier_model(activations) + class_loss = class_criterion(labels, class_pred) +# width_loss = width_criterion(width, width_pred * width_mask) + loss = class_loss + + epoch_loss += loss * activations.shape[0] + + gradients = tape.gradient(loss, classifier_model.trainable_weights) + + prediction_optimizer.apply_gradients(zip(gradients, classifier_model.trainable_weights)) + + t2 = time.perf_counter() + + if epoch_loss < best_so_far: + print("found better model") + # Save model parameters + classifier_model.save(os.path.join(output_dir, "best_classifier_{}.pt".format(i_fold))) +# recon_model.save(os.path.join(output_dir, "best_sparse_model_{}.pt".format(i_fold))) +# pickle.dump(prediction_optimizer.get_weights(), open(os.path.join(output_dir, 'optimizer_{}.pt'.format(i_fold)), 'wb+')) + best_so_far = epoch_loss + + classifier_model = keras.models.load_model(os.path.join(output_dir, "best_classifier_{}.pt".format(i_fold))) + + y_true_train = None + y_pred_train = None + + y_true_test = None + y_pred_test = None + + classifier_model.do_dropout = False + for activations, labels, width in train_tf.batch(args.batch_size): + pred = classifier_model(activations) + + if y_true_train is None: + y_true_train = labels + y_pred_train = tf.math.round(tf.math.sigmoid(pred)) + else: + y_true_train = tf.concat((y_true_train, labels), axis=0) + y_pred_train = tf.concat((y_pred_train, tf.math.round(tf.math.sigmoid(pred))), axis=0) + + for activations, labels, width in test_tf.batch(args.batch_size): + pred = classifier_model(activations) + + if y_true_test is None: + y_true_test = labels + y_pred_test = tf.math.round(tf.math.sigmoid(pred)) + else: + y_true_test = tf.concat((y_true_test, labels), axis=0) + y_pred_test = tf.concat((y_pred_test, tf.math.round(tf.math.sigmoid(pred))), axis=0) + + t2 = time.perf_counter() + + y_true_test = tf.cast(y_true_test, tf.int32) + y_pred_test = tf.cast(y_pred_test, tf.int32) + + y_true_train = tf.cast(y_true_train, tf.int32) + y_pred_train = tf.cast(y_pred_train, tf.int32) + + train_frame_true.append(y_true_train) + train_frame_pred.append(y_pred_train) + + test_frame_true.append(y_true_test) + test_frame_pred.append(y_pred_test) + + f1 = f1_score(y_true_test, y_pred_test, average='macro') + accuracy = accuracy_score(y_true_test, y_pred_test) + + train_accuracy = accuracy_score(y_true_train, y_pred_train) + +# test_mae = keras.losses.MeanAbsoluteError()(width_gt, width_p) + test_mae = 0.0 + + train_accuracies.append(train_accuracy) + test_accuracies.append(accuracy) + + pred_dict = {} + gt_dict = {} + + t1 = time.perf_counter() + transform = torchvision.transforms.Compose( + [torchvision.transforms.Grayscale(1), + MinMaxScaler(0, 255), + torchvision.transforms.Resize((image_height, image_width)) + ]) + + test_videos = list(test_loader.get_all_videos())# + [v[1] for v in difficult_vids[i_fold]] + + test_labels = [vid_f.split('/')[-3] for vid_f in test_videos] + + classifier_model.do_dropout = False + y_pred, y_true, fn, fp = calculate_onsd_scores(test_videos, test_labels, yolo_model, classifier_model, sparse_model, recon_model, transform, image_width, image_height, 0) + + t2 = time.perf_counter() + + print('i_fold={}, time={:.2f}'.format(i_fold, t2-t1)) + + y_true = tf.cast(y_true, tf.int32) + y_pred = tf.cast(y_pred, tf.int32) + + f1 = f1_score(y_true, y_pred, average='macro') + accuracy = accuracy_score(y_true, y_pred) + + video_fn.extend(fn) + video_fp.extend(fp) + + video_true.extend(y_true) + video_pred.extend(y_pred) + + print("Test f1={:.2f}, vid_acc={:.2f}".format(f1, accuracy)) + + print(confusion_matrix(y_true, y_pred)) + +# plt.clf() +# plt.figure() + +# plt.subplot(211) +# plt.plot(range(len(train_losses)), train_losses) +# plt.plot(range(len(test_losses)), test_losses) + +# plt.subplot(212) +# plt.plot(range(len(train_accuracies)), train_accuracies) +# plt.plot(range(len(test_accuracies)), test_accuracies) +# plt.savefig(os.path.join(args.output_dir, 'loss_acc_graph_{}.png'.format(i_fold))) + + i_fold += 1 + + fp_fn_file = os.path.join(args.output_dir, 'fp_fn.txt') + with open(fp_fn_file, 'w+') as in_f: + in_f.write('FP:\n') + in_f.write(str(video_fp) + '\n\n') + in_f.write('FN:\n') + in_f.write(str(video_fn) + '\n\n') + + video_true = np.array(video_true) + video_pred = np.array(video_pred) + + final_f1 = f1_score(video_true, video_pred, average='macro') + final_acc = accuracy_score(video_true, video_pred) + final_conf = confusion_matrix(video_true, video_pred) + + train_frame_true = np.concatenate(train_frame_true) + train_frame_pred = np.concatenate(train_frame_pred) + + test_frame_true = np.concatenate(test_frame_true) + test_frame_pred = np.concatenate(test_frame_pred) + + train_frame_acc = accuracy_score(train_frame_true, train_frame_pred) + test_frame_acc = accuracy_score(test_frame_true, test_frame_pred) + + print("Final video accuracy={:.2f}, video f1={:.2f}, frame train accuracy={:.2f}, frame test accuracy={:.2f}".format(final_acc, final_f1, train_frame_acc, test_frame_acc)) + print(final_conf) + diff --git a/sparse_coding_torch/onsd/train_classifier.py b/sparse_coding_torch/onsd/train_classifier.py index 54cc517..f8f3904 100644 --- a/sparse_coding_torch/onsd/train_classifier.py +++ b/sparse_coding_torch/onsd/train_classifier.py @@ -24,6 +24,7 @@ from sparse_coding_torch.utils import VideoGrayScaler, MinMaxScaler import glob import cv2 import copy +import matplotlib.pyplot as plt tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR) @@ -69,6 +70,8 @@ def calculate_onsd_scores_measured(input_videos, yolo_model, classifier_model, s # print(frame.size()) frame = get_yolo_region_onsd(yolo_model, frame, crop_width, crop_height, False) + if not frame: + continue # print(frame) @@ -82,7 +85,7 @@ def calculate_onsd_scores_measured(input_videos, yolo_model, classifier_model, s # print(tf.math.reduce_sum(activations)) - pred = classifier_model(activations) + pred, _ = classifier_model(activations) final_pred = float(tf.math.round(tf.math.sigmoid(pred))) @@ -99,7 +102,67 @@ def calculate_onsd_scores_measured(input_videos, yolo_model, classifier_model, s return np.array(all_preds), np.array(all_gt), fn, fp -def calculate_onsd_scores(input_videos, labels, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height): +def calculate_onsd_scores(input_videos, labels, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height, max_width): + all_predictions = [] + + numerical_labels = [] + for label in labels: + if label == 'Positives': + numerical_labels.append(1.0) + else: + numerical_labels.append(0.0) + + final_list = [] + fp_ids = [] + fn_ids = [] + for v_idx, f in tqdm(enumerate(input_videos)): + vc = torchvision.io.read_video(f)[0].permute(3, 0, 1, 2) + + all_classes = [] + all_widths = [] + + for i in range(0, vc.size(1), 20): + frame = vc[:, i, :, :] + + nerve = get_yolo_region_onsd(yolo_model, frame, crop_width, crop_height, False) + + if not nerve: + continue + + nerve = nerve[0] + + nerve = transform(nerve).to(torch.float32).unsqueeze(3).unsqueeze(1).numpy() + + activations = tf.stop_gradient(sparse_model([nerve, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])) + + pred = classifier_model(activations) + + pred = float(tf.math.round(tf.math.sigmoid(pred))) +# width_pred = tf.math.round(width_pred * max_width) + + all_classes.append(pred) +# all_widths.append(width_pred) + + final_pred = np.round(np.average(np.array(all_classes))) +# print(all_widths) +# average_width = np.average(np.array(all_widths)) +# print(average_width) +# if average_width > 5.0: +# final_pred = 1 +# else: +# final_pred = 0 + + if final_pred != numerical_labels[v_idx]: + if final_pred == 0: + fn_ids.append(f) + else: + fp_ids.append(f) + + final_list.append(final_pred) + + return np.array(final_list), np.array(numerical_labels), fn_ids, fp_ids + +def calculate_onsd_scores_frame_classifier(input_videos, labels, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height, max): good_frame_model = keras.models.load_model('sparse_coding_torch/onsd/valid_frame_model_2/best_classifier.pt/') resize = torchvision.transforms.Compose( @@ -172,7 +235,8 @@ def calculate_onsd_scores(input_videos, labels, yolo_model, classifier_model, sp if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument('--batch_size', default=32, type=int) - parser.add_argument('--kernel_size', default=15, type=int) + parser.add_argument('--kernel_height', default=15, type=int) + parser.add_argument('--kernel_width', default=15, type=int) parser.add_argument('--kernel_depth', default=1, type=int) parser.add_argument('--num_kernels', default=32, type=int) parser.add_argument('--stride', default=1, type=int) @@ -184,7 +248,7 @@ if __name__ == "__main__": parser.add_argument('--output_dir', default='./output', type=str) parser.add_argument('--sparse_checkpoint', default=None, type=str) parser.add_argument('--checkpoint', default=None, type=str) - parser.add_argument('--splits', default=None, type=str, help='k_fold or leave_one_out or all_train') + parser.add_argument('--splits', default=None, type=str, help='k_fold or leave_one_out or all_train or custom') parser.add_argument('--seed', default=26, type=int) parser.add_argument('--train', action='store_true') parser.add_argument('--num_positives', default=100, type=int) @@ -199,7 +263,7 @@ if __name__ == "__main__": parser.add_argument('--crop_height', type=int, default=200) parser.add_argument('--crop_width', type=int, default=200) parser.add_argument('--scale_factor', type=int, default=1) - parser.add_argument('--clip_depth', type=int, default=5) + parser.add_argument('--clip_depth', type=int, default=1) parser.add_argument('--frames_to_skip', type=int, default=1) args = parser.parse_args() @@ -235,19 +299,19 @@ if __name__ == "__main__": else: inputs = keras.Input(shape=(clip_depth, image_height, image_width, 1)) - filter_inputs = keras.Input(shape=(clip_depth, args.kernel_size, args.kernel_size, 1, args.num_kernels), dtype='float32') + filter_inputs = keras.Input(shape=(clip_depth, args.kernel_height, args.kernel_width, 1, args.num_kernels), dtype='float32') - output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_size=args.kernel_size, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(inputs, filter_inputs) + output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_height=args.kernel_height, kernel_width=args.kernel_width, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(inputs, filter_inputs) sparse_model = keras.Model(inputs=(inputs, filter_inputs), outputs=output) recon_model = keras.models.load_model(args.sparse_checkpoint) -# data_augmentation = keras.Sequential([ -# # keras.layers.RandomFlip('horizontal'), -# # # keras.layers.RandomFlip('vertical'), -# # keras.layers.RandomRotation(5), -# # keras.layers.RandomBrightness(0.1) -# ]) + data_augmentation = keras.Sequential([ +# keras.layers.RandomFlip('horizontal'), +# # keras.layers.RandomFlip('vertical'), +# keras.layers.RandomRotation(5), +# keras.layers.RandomBrightness(0.1) + ]) # transforms = torchvision.transforms.Compose( # [torchvision.transforms.RandomAffine(scale=) # ]) @@ -256,7 +320,7 @@ if __name__ == "__main__": splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), crop_size=(crop_height, crop_width), yolo_model=yolo_model, mode=args.splits, n_splits=args.n_splits) positive_class = 'Positives' - difficult_vids = split_difficult_vids(dataset.get_difficult_vids(), args.n_splits) +# difficult_vids = split_difficult_vids(dataset.get_difficult_vids(), args.n_splits) overall_true = [] overall_pred = [] @@ -281,29 +345,26 @@ if __name__ == "__main__": train_tf = tf.data.Dataset.from_tensor_slices((train_loader.get_frames(), train_loader.get_labels(), train_loader.get_widths())) test_tf = tf.data.Dataset.from_tensor_slices((test_loader.get_frames(), test_loader.get_labels(), test_loader.get_widths())) - - negative_ds = ( - train_tf - .filter(lambda features, label, width: label==0) - .repeat()) - positive_ds = ( - train_tf - .filter(lambda features, label, width: label==1) - .repeat()) + print('{} train videos.'.format(len(train_tf))) + print('{} positive videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(train_tf.filter(lambda features, label, width: label==0))))) + print('-----------------') + print('{} test videos.'.format(len(test_tf))) + print('{} positive videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==1))))) + print('{} negative videos.'.format(len(list(test_tf.filter(lambda features, label, width: label==0))))) - balanced_ds = tf.data.Dataset.sample_from_datasets( - [negative_ds, positive_ds], [0.5, 0.5]) + +# negative_ds = ( +# train_tf +# .filter(lambda features, label, width: label==0) +# .repeat()) +# positive_ds = ( +# train_tf +# .filter(lambda features, label, width: label==1) +# .repeat()) -# if test_idx is not None: -# test_sampler = torch.utils.data.SubsetRandomSampler(test_idx) -# test_loader = torch.utils.data.DataLoader(dataset, batch_size=batch_size, -# sampler=test_sampler) - -# # with open(os.path.join(args.output_dir, 'test_videos_{}.txt'.format(i_fold)), 'w+') as test_videos_out: -# # test_set = set([x for tup in test_loader for x in tup[2]]) -# # test_videos_out.writelines(test_set) -# else: -# test_loader = None +# balanced_ds = tf.data.Dataset.sample_from_datasets( +# [negative_ds, positive_ds], [0.5, 0.5]) if args.checkpoint: classifier_model = keras.models.load_model(args.checkpoint) @@ -322,6 +383,14 @@ if __name__ == "__main__": width_criterion = keras.losses.MeanSquaredError(reduction=keras.losses.Reduction.SUM) + train_losses = [] + test_losses = [] + + train_accuracies = [] + test_accuracies = [] + +# train_mse = [] +# test_mse = [] if args.train: for epoch in range(args.epochs): epoch_loss = 0 @@ -331,13 +400,12 @@ if __name__ == "__main__": y_pred_train = None # for images, labels, width in tqdm(balanced_ds.shuffle(len(train_tf)).batch(args.batch_size)): - for images, labels, width in tqdm(balanced_ds.take(len(train_tf)).shuffle(len(train_tf)).batch(args.batch_size)): - images = tf.expand_dims(tf.transpose(images, [0, 2, 3, 1]), axis=1) - width -= 0.5 +# for images, labels, width in tqdm(balanced_ds.take(len(train_tf)).shuffle(len(train_tf)).batch(args.batch_size)): + classifier_model.do_dropout = True + for images, labels, width in tqdm(train_tf.shuffle(len(train_tf)).batch(args.batch_size)): + images = tf.expand_dims(data_augmentation(tf.transpose(images, [0, 2, 3, 1])), axis=1) -# torch_labels = np.zeros(len(labels)) -# torch_labels[[i for i in range(len(labels)) if labels[i] == positive_class]] = 1 -# torch_labels = np.expand_dims(torch_labels, axis=1) + width_mask = tf.cast(tf.math.ceil(width), tf.float32) if args.train_sparse: with tf.GradientTape() as tape: @@ -351,8 +419,8 @@ if __name__ == "__main__": with tf.GradientTape() as tape: class_pred = classifier_model(activations) class_loss = class_criterion(labels, class_pred) -# width_loss = width_criterion(width, width_pred) - loss = class_loss +# width_loss = width_criterion(width, width_pred * width_mask) + loss = class_loss# + width_loss epoch_loss += loss * images.shape[0] @@ -387,20 +455,22 @@ if __name__ == "__main__": y_pred = None test_loss = 0.0 test_width_loss = 0.0 + width_p = [] + width_gt = [] # eval_loader = test_tf # if args.splits == 'all_train': # eval_loader = train_tf + classifier_model.do_dropout = False for images, labels, width in tqdm(test_tf.batch(args.batch_size)): images = tf.expand_dims(tf.transpose(images, [0, 2, 3, 1]), axis=1) - width -= 0.5 activations = tf.stop_gradient(sparse_model([images, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])) pred = classifier_model(activations) class_loss = class_criterion(labels, pred) # width_loss = width_criterion(width, width_pred) - test_loss += class_loss * images.shape[0] + test_loss += (class_loss) * images.shape[0] # test_loss += (class_loss + width_loss) * images.shape[0] # test_width_loss += width_loss * images.shape[0] @@ -411,11 +481,21 @@ if __name__ == "__main__": else: y_true = tf.concat((y_true, labels), axis=0) y_pred = tf.concat((y_pred, tf.math.round(tf.math.sigmoid(pred))), axis=0) + + for p, g in zip(width_pred, width): + if g == 0: + continue + width_p.append(p * dataset.max_width) + width_gt.append(g * dataset.max_width) t2 = time.perf_counter() y_true = tf.cast(y_true, tf.int32) y_pred = tf.cast(y_pred, tf.int32) + +# print(tf.math.count_nonzero(y_true)) +# print(y_true.shape) +# raise Exception y_true_train = tf.cast(y_true_train, tf.int32) y_pred_train = tf.cast(y_pred_train, tf.int32) @@ -424,9 +504,17 @@ if __name__ == "__main__": accuracy = accuracy_score(y_true, y_pred) train_accuracy = accuracy_score(y_true_train, y_pred_train) + + test_mae = keras.losses.MeanAbsoluteError()(width_gt, width_p) +# test_mae = 0.0 + + train_losses.append(epoch_loss) + test_losses.append(test_loss) + train_accuracies.append(train_accuracy) + test_accuracies.append(accuracy) -# print('epoch={}, i_fold={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}, test_width_loss={:.2f}, train_acc={:.2f}, test_f1={:.2f}, test_acc={:.2f}'.format(epoch, i_fold, t2-t1, epoch_loss, test_loss, test_width_loss, train_accuracy, f1, accuracy)) - print('epoch={}, i_fold={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}, train_acc={:.2f}, test_f1={:.2f}, test_acc={:.2f}'.format(epoch, i_fold, t2-t1, epoch_loss, test_loss, train_accuracy, f1, accuracy)) + print('epoch={}, i_fold={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}, test_width_loss={:.2f}, train_acc={:.2f}, test_f1={:.2f}, test_acc={:.2f}, test_mae={:.2f}'.format(epoch, i_fold, t2-t1, epoch_loss, test_loss, test_width_loss, train_accuracy, f1, accuracy, test_mae)) +# print('epoch={}, i_fold={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}, train_acc={:.2f}, test_f1={:.2f}, test_acc={:.2f}, test_mae={:.2f}'.format(epoch, i_fold, t2-t1, epoch_loss, test_loss, train_accuracy, f1, accuracy, test_mae)) # print(epoch_loss) if epoch_loss < best_so_far: print("found better model") @@ -439,7 +527,7 @@ if __name__ == "__main__": classifier_model = keras.models.load_model(os.path.join(output_dir, "best_classifier_{}.pt".format(i_fold))) # recon_model = keras.models.load_model(os.path.join(output_dir, 'best_sparse_model_{}.pt'.format(i_fold))) - epoch_loss = 0 +# epoch_loss = 0 y_true = None y_pred = None @@ -454,12 +542,13 @@ if __name__ == "__main__": torchvision.transforms.Resize((image_height, image_width)) ]) - test_videos = list(test_loader.get_all_videos()) + [v[1] for v in difficult_vids[i_fold]] + test_videos = list(test_loader.get_all_videos())# + [v[1] for v in difficult_vids[i_fold]] test_labels = [vid_f.split('/')[-3] for vid_f in test_videos] -# y_pred, y_true, fn, fp = calculate_onsd_scores(test_videos, test_labels, yolo_model, classifier_model, sparse_model, recon_model, transform, image_width, image_height) - y_pred, y_true, fn, fp = calculate_onsd_scores_measured(test_videos, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height) + classifier_model.do_dropout = False + y_pred, y_true, fn, fp = calculate_onsd_scores(test_videos, test_labels, yolo_model, classifier_model, sparse_model, recon_model, transform, image_width, image_height, dataset.max_width) +# y_pred, y_true, fn, fp = calculate_onsd_scores_measured(test_videos, yolo_model, classifier_model, sparse_model, recon_model, transform, crop_width, crop_height) t2 = time.perf_counter() @@ -480,6 +569,18 @@ if __name__ == "__main__": print("Test f1={:.2f}, vid_acc={:.2f}".format(f1, accuracy)) print(confusion_matrix(y_true, y_pred)) + + plt.clf() + plt.figure() + + plt.subplot(211) + plt.plot(range(len(train_losses)), train_losses) + plt.plot(range(len(test_losses)), test_losses) + + plt.subplot(212) + plt.plot(range(len(train_accuracies)), train_accuracies) + plt.plot(range(len(test_accuracies)), test_accuracies) + plt.savefig(os.path.join(args.output_dir, 'loss_acc_graph_{}.png'.format(i_fold))) i_fold += 1 diff --git a/sparse_coding_torch/onsd/train_regression_model.py b/sparse_coding_torch/onsd/train_regression_model.py new file mode 100644 index 0000000..34963a0 --- /dev/null +++ b/sparse_coding_torch/onsd/train_regression_model.py @@ -0,0 +1,164 @@ +import tensorflow.keras as keras +import tensorflow as tf +# tf.debugging.set_log_device_placement(True) +import torch +import torch.nn as nn +import torch.nn.functional as F +from tqdm import tqdm +import argparse +import os +from sparse_coding_torch.onsd.load_data import load_onsd_videos, load_onsd_regression +from sparse_coding_torch.utils import SubsetWeightedRandomSampler, get_sample_weights +from sparse_coding_torch.sparse_model import SparseCode, ReconSparse, normalize_weights, normalize_weights_3d +from sparse_coding_torch.onsd.classifier_model import ONSDRegression +from sparse_coding_torch.onsd.video_loader import get_yolo_region_onsd +import time +import numpy as np +from sklearn.metrics import f1_score, accuracy_score, confusion_matrix +import random +import pickle +# from sparse_coding_torch.onsd.train_sparse_model import sparse_loss +from yolov4.get_bounding_boxes import YoloModel +import torchvision +from sparse_coding_torch.utils import VideoGrayScaler, MinMaxScaler +import glob +import cv2 +import copy +from tensorflow_addons.image import gaussian_filter2d + +tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR) + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--batch_size', default=12, type=int) + parser.add_argument('--kernel_size', default=15, type=int) + parser.add_argument('--kernel_depth', default=1, type=int) + parser.add_argument('--num_kernels', default=32, type=int) + parser.add_argument('--stride', default=2, type=int) + parser.add_argument('--max_activation_iter', default=150, type=int) + parser.add_argument('--activation_lr', default=1e-2, type=float) + parser.add_argument('--lam', default=0.05, type=float) + parser.add_argument('--lr', default=5e-4, type=float) + parser.add_argument('--epochs', default=40, type=int) + parser.add_argument('--sparse_checkpoint', default='sparse_coding_torch/output/onsd_frame_level_32/best_sparse.pt/', type=str) + parser.add_argument('--output_dir', default='./output', type=str) + parser.add_argument('--seed', default=26, type=int) + parser.add_argument('--dataset', default='onsd', type=str) + + args = parser.parse_args() + + image_height = 100 + image_width = 100 + clip_depth = 1 + + batch_size = args.batch_size + + random.seed(args.seed) + np.random.seed(args.seed) + torch.manual_seed(args.seed) + + output_dir = args.output_dir + if not os.path.exists(output_dir): + os.makedirs(output_dir) + + with open(os.path.join(output_dir, 'arguments.txt'), 'w+') as out_f: + out_f.write(str(args)) + + yolo_model = YoloModel(args.dataset) +# yolo_model = None + +# all_errors = [] + + data_augmentation = keras.Sequential([ + keras.layers.RandomFlip('horizontal'), + keras.layers.RandomRotation(5), + keras.layers.RandomBrightness(0.1) + ]) + + inputs = keras.Input(shape=(clip_depth, image_height, image_width, 1)) + + filter_inputs = keras.Input(shape=(clip_depth, args.kernel_size, args.kernel_size, 1, args.num_kernels), dtype='float32') + + output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_size=args.kernel_size, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=False)(inputs, filter_inputs) + + sparse_model = keras.Model(inputs=(inputs, filter_inputs), outputs=output) + recon_model = keras.models.load_model(args.sparse_checkpoint) + + + splits, dataset = load_onsd_regression(args.batch_size, input_size=(image_height, image_width), yolo_model=yolo_model, mode='balanced') + positive_class = 'Positives' + + train_idx, test_idx = list(splits)[0] + + train_loader = copy.deepcopy(dataset) + train_loader.set_indicies(train_idx) + test_loader = copy.deepcopy(dataset) + test_loader.set_indicies(test_idx) + + train_tf = tf.data.Dataset.from_tensor_slices((train_loader.get_frames(), train_loader.get_labels())) + test_tf = tf.data.Dataset.from_tensor_slices((test_loader.get_frames(), test_loader.get_labels())) + +# classifier_inputs = keras.Input(shape=(image_height, image_width, 1)) + classifier_inputs = keras.Input(shape=((clip_depth - args.kernel_depth) // 1 + 1, (image_height - args.kernel_size) // args.stride + 1, (image_width - args.kernel_size) // args.stride + 1, args.num_kernels)) + classifier_outputs = ONSDRegression()(classifier_inputs) + + classifier_model = keras.Model(inputs=classifier_inputs, outputs=classifier_outputs) + + prediction_optimizer = keras.optimizers.Adam(learning_rate=args.lr) + + mse = tf.keras.losses.MeanSquaredError() + + best_so_far = float('inf') + + for epoch in range(args.epochs): + epoch_loss = 0 + t1 = time.perf_counter() + + for images, widths in tqdm(train_tf.shuffle(len(train_tf)).batch(args.batch_size)): + images = tf.expand_dims(data_augmentation(tf.transpose(images, [0, 2, 3, 1])), axis=1) + + activations = tf.stop_gradient(sparse_model([images, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])) + + with tf.GradientTape() as tape: + pred = classifier_model(activations) + loss = mse(pred, widths) + + epoch_loss += loss * images.shape[0] + + gradients = tape.gradient(loss, classifier_model.trainable_weights) + + prediction_optimizer.apply_gradients(zip(gradients, classifier_model.trainable_weights)) + + t2 = time.perf_counter() + + test_loss = 0.0 + predictions = [] + gt = [] + + for images, widths in tqdm(test_tf.batch(args.batch_size)): + images = tf.expand_dims(tf.transpose(images, [0, 2, 3, 1]), axis=1) + + activations = tf.stop_gradient(sparse_model([images, tf.stop_gradient(tf.expand_dims(recon_model.trainable_weights[0], axis=0))])) + + pred = classifier_model(activations) + loss = mse(pred, widths) + + for p, g in zip(pred, widths): + predictions.append(p * dataset.max_width) + gt.append(g * dataset.max_width) + + test_loss += loss + + t2 = time.perf_counter() + + test_acc = keras.losses.MeanAbsoluteError()(gt, predictions) + + print('epoch={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}, test_mae={:.2f}'.format(epoch, t2-t1, epoch_loss, test_loss, test_acc)) +# print(epoch_loss) + if epoch_loss <= best_so_far: + print("found better model") + # Save model parameters + classifier_model.save(os.path.join(output_dir, "best_classifier.pt")) +# recon_model.save(os.path.join(output_dir, "best_sparse_model_{}.pt".format(i_fold))) + pickle.dump(prediction_optimizer.get_weights(), open(os.path.join(output_dir, 'optimizer.pt'), 'wb+')) + best_so_far = epoch_loss \ No newline at end of file diff --git a/sparse_coding_torch/onsd/train_sharpness_classifier.py b/sparse_coding_torch/onsd/train_sharpness_classifier.py deleted file mode 100644 index e97aa35..0000000 --- a/sparse_coding_torch/onsd/train_sharpness_classifier.py +++ /dev/null @@ -1,155 +0,0 @@ -import tensorflow.keras as keras -import tensorflow as tf -# tf.debugging.set_log_device_placement(True) -import torch -import torch.nn as nn -import torch.nn.functional as F -from tqdm import tqdm -import argparse -import os -from sparse_coding_torch.onsd.load_data import load_onsd_videos -from sparse_coding_torch.utils import SubsetWeightedRandomSampler, get_sample_weights -from sparse_coding_torch.sparse_model import SparseCode, ReconSparse, normalize_weights, normalize_weights_3d -from sparse_coding_torch.onsd.classifier_model import ONSDSharpness -from sparse_coding_torch.onsd.video_loader import get_yolo_region_onsd -import time -import numpy as np -from sklearn.metrics import f1_score, accuracy_score, confusion_matrix -import random -import pickle -# from sparse_coding_torch.onsd.train_sparse_model import sparse_loss -from yolov4.get_bounding_boxes import YoloModel -import torchvision -from sparse_coding_torch.utils import VideoGrayScaler, MinMaxScaler -import glob -import cv2 -import copy -from tensorflow_addons.image import gaussian_filter2d - -def margin_ranking(x1, x2, y, margin): - rank = -y * (x1 - x2) + margin - - zeros = tf.zeros(rank.shape) - - maximum = tf.math.maximum(zeros, rank) - - return tf.math.reduce_sum(maximum) - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument('--batch_size', default=12, type=int) - parser.add_argument('--lr', default=5e-4, type=float) - parser.add_argument('--epochs', default=40, type=int) - parser.add_argument('--output_dir', default='./output', type=str) - parser.add_argument('--seed', default=26, type=int) - parser.add_argument('--dataset', default='onsd', type=str) - - args = parser.parse_args() - - crop_height = 224 - crop_width = 224 - - image_height = 224 - image_width = 224 - - batch_size = args.batch_size - - random.seed(args.seed) - np.random.seed(args.seed) - torch.manual_seed(args.seed) - - output_dir = args.output_dir - if not os.path.exists(output_dir): - os.makedirs(output_dir) - - with open(os.path.join(output_dir, 'arguments.txt'), 'w+') as out_f: - out_f.write(str(args)) - - yolo_model = YoloModel(args.dataset) - - all_errors = [] - - data_augmentation = keras.Sequential([ - keras.layers.RandomFlip('horizontal'), - keras.layers.RandomRotation(45), -# keras.layers.RandomBrightness(0.1) - ]) - - - splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), yolo_model=yolo_model, mode='balanced', n_splits=1) - positive_class = 'Positives' - - train_idx, test_idx = list(splits)[0] - - train_loader = copy.deepcopy(dataset) - train_loader.set_indicies(train_idx) - test_loader = copy.deepcopy(dataset) - test_loader.set_indicies(test_idx) - - train_tf = tf.data.Dataset.from_tensor_slices((train_loader.get_frames(), train_loader.get_labels(), train_loader.get_widths())) - test_tf = tf.data.Dataset.from_tensor_slices((test_loader.get_frames(), test_loader.get_labels(), test_loader.get_widths())) - - classifier_inputs = keras.Input(shape=(image_height, image_width, 3)) - classifier_outputs = ONSDSharpness()(classifier_inputs) - - classifier_model = keras.Model(inputs=classifier_inputs, outputs=classifier_outputs) - - prediction_optimizer = keras.optimizers.Adam(learning_rate=args.lr) - - best_so_far = float('inf') - - for epoch in range(args.epochs): - epoch_loss = 0 - t1 = time.perf_counter() - - for images, _, _ in tqdm(train_tf.shuffle(len(train_tf)).batch(args.batch_size)): - images = tf.transpose(images, [0, 2, 3, 1]) - - with tf.GradientTape() as tape: - blurred_images = gaussian_filter2d(images, filter_shape=[random.choice([3, 5, 7, 9, 11, 13])]*2) - blurred_images = tf.random.shuffle(blurred_images) - orig_pred = classifier_model(data_augmentation(images)) - blurred_pred = classifier_model(data_augmentation(blurred_images)) - label = random.choice([1, -1]) - if label == 1: - loss = margin_ranking(orig_pred, blurred_pred, label, 0.2) - else: - loss = margin_ranking(blurred_pred, orig_pred, label, 0.2) - - epoch_loss += loss * images.shape[0] - - gradients = tape.gradient(loss, classifier_model.trainable_weights) - - prediction_optimizer.apply_gradients(zip(gradients, classifier_model.trainable_weights)) - - t2 = time.perf_counter() - - test_loss = 0.0 - - for images, _, _ in tqdm(test_tf.batch(args.batch_size)): - images = tf.transpose(images, [0, 2, 3, 1]) - - blurred_images = gaussian_filter2d(images, filter_shape=[random.choice([3, 5, 7, 9, 11, 13])]*2) - blurred_images = tf.random.shuffle(blurred_images) - orig_pred = classifier_model(images) - blurred_pred = classifier_model(blurred_images) - label = random.choice([1, -1]) - if label == 1: - loss = margin_ranking(orig_pred, blurred_pred, label, 0.2) - else: - loss = margin_ranking(blurred_pred, orig_pred, label, 0.2) - - test_loss += loss - - t2 = time.perf_counter() - - - print('epoch={}, time={:.2f}, train_loss={:.2f}, test_loss={:.2f}'.format(epoch, t2-t1, epoch_loss, test_loss)) -# print(epoch_loss) - if test_loss <= best_so_far: - print("found better model") - # Save model parameters - classifier_model.save(os.path.join(output_dir, "best_classifier.pt")) -# recon_model.save(os.path.join(output_dir, "best_sparse_model_{}.pt".format(i_fold))) - pickle.dump(prediction_optimizer.get_weights(), open(os.path.join(output_dir, 'optimizer.pt'), 'wb+')) - best_so_far = test_loss \ No newline at end of file diff --git a/sparse_coding_torch/onsd/train_sparse_model.py b/sparse_coding_torch/onsd/train_sparse_model.py index d09e22e..b3452ab 100644 --- a/sparse_coding_torch/onsd/train_sparse_model.py +++ b/sparse_coding_torch/onsd/train_sparse_model.py @@ -24,9 +24,10 @@ def sparse_loss(images, recon, activations, batch_size, lam, stride): if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument('--batch_size', default=32, type=int) - parser.add_argument('--kernel_size', default=15, type=int) + parser.add_argument('--kernel_width', default=150, type=int) + parser.add_argument('--kernel_height', default=10, type=int) parser.add_argument('--kernel_depth', default=1, type=int) - parser.add_argument('--num_kernels', default=32, type=int) + parser.add_argument('--num_kernels', default=10, type=int) parser.add_argument('--stride', default=1, type=int) parser.add_argument('--max_activation_iter', default=300, type=int) parser.add_argument('--activation_lr', default=1e-2, type=float) @@ -38,10 +39,9 @@ if __name__ == "__main__": parser.add_argument('--run_2d', action='store_true') parser.add_argument('--save_filters', action='store_true') parser.add_argument('--optimizer', default='sgd', type=str) - parser.add_argument('--dataset', default='onsd', type=str) - parser.add_argument('--crop_height', type=int, default=400) - parser.add_argument('--crop_width', type=int, default=400) - parser.add_argument('--scale_factor', type=int, default=1) + parser.add_argument('--crop_height', type=int, default=100) + parser.add_argument('--crop_width', type=int, default=300) + parser.add_argument('--scale_factor', type=int, default=2) parser.add_argument('--clip_depth', type=int, default=1) parser.add_argument('--frames_to_skip', type=int, default=1) @@ -59,7 +59,7 @@ if __name__ == "__main__": image_width = int(crop_width / args.scale_factor) clip_depth = args.clip_depth - yolo_model = YoloModel(args.dataset) + yolo_model = YoloModel('onsd') output_dir = args.output_dir if not os.path.exists(output_dir): @@ -71,7 +71,7 @@ if __name__ == "__main__": out_f.write(str(args)) # splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width, clip_depth), mode='all_train') - splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), yolo_model=yolo_model, mode='all_train', n_splits=1) + splits, dataset = load_onsd_videos(args.batch_size, input_size=(image_height, image_width), crop_size=(crop_height, crop_width), yolo_model=yolo_model, mode='all_train', n_splits=1) train_idx, test_idx = list(splits)[0] train_loader = copy.deepcopy(dataset) @@ -84,15 +84,15 @@ if __name__ == "__main__": else: inputs = keras.Input(shape=(clip_depth, image_height, image_width, 1)) - filter_inputs = keras.Input(shape=(clip_depth, args.kernel_size, args.kernel_size, 1, args.num_kernels), dtype='float32') + filter_inputs = keras.Input(shape=(clip_depth, args.kernel_height, args.kernel_width, 1, args.num_kernels), dtype='float32') - output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_size=args.kernel_size, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(inputs, filter_inputs) + output = SparseCode(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_height=args.kernel_height, kernel_width=args.kernel_width, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(inputs, filter_inputs) sparse_model = keras.Model(inputs=(inputs, filter_inputs), outputs=output) - recon_inputs = keras.Input(shape=(1, (image_height - args.kernel_size) // args.stride + 1, (image_width - args.kernel_size) // args.stride + 1, args.num_kernels)) + recon_inputs = keras.Input(shape=(1, (image_height - args.kernel_height) // args.stride + 1, (image_width - args.kernel_width) // args.stride + 1, args.num_kernels)) - recon_outputs = ReconSparse(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_size=args.kernel_size, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(recon_inputs) + recon_outputs = ReconSparse(batch_size=args.batch_size, image_height=image_height, image_width=image_width, clip_depth=clip_depth, in_channels=1, out_channels=args.num_kernels, kernel_height=args.kernel_height, kernel_width=args.kernel_width, kernel_depth=args.kernel_depth, stride=args.stride, lam=args.lam, activation_lr=args.activation_lr, max_activation_iter=args.max_activation_iter, run_2d=args.run_2d)(recon_inputs) recon_model = keras.Model(inputs=recon_inputs, outputs=recon_outputs) @@ -126,7 +126,7 @@ if __name__ == "__main__": with tf.GradientTape() as tape: recon = recon_model(activations) - loss = sparse_loss(images, recon, activations, args.batch_size, args.lam, args.stride) + loss = sparse_loss(images, recon, activations, images.shape[0], args.lam, args.stride) epoch_loss += loss * images.shape[0] running_loss += loss * images.shape[0] diff --git a/sparse_coding_torch/onsd/video_loader.py b/sparse_coding_torch/onsd/video_loader.py index 0716ece..877fe29 100644 --- a/sparse_coding_torch/onsd/video_loader.py +++ b/sparse_coding_torch/onsd/video_loader.py @@ -131,21 +131,31 @@ class ONSDGoodFramesLoader: vid = row['video'].strip() good_frames = row['good_frames'].strip() bad_frames = row['bad_frames'].strip() + + valid_frames[vid] = [] if good_frames: for subrange in good_frames.split(';'): splitrange = subrange.split('-') - valid_frames[vid] = (int(splitrange[0]), int(splitrange[1])) + valid_frames[vid].append((int(splitrange[0]), int(splitrange[1]))) if bad_frames: for subrange in bad_frames.split(';'): splitrange = subrange.split('-') invalid_frames[vid] = (int(splitrange[0]), int(splitrange[1])) +# onsd_widths = {} +# with open(join(video_path, 'onsd_widths.csv'), 'r') as width_in: +# reader = csv.reader(width_in) +# for row in reader: +# width_vals = [float(val) for val in row[3:] if val != ''] +# onsd_widths[row[2]] = round(sum(width_vals) / len(width_vals), 2) + onsd_widths = {} - with open(join(video_path, 'onsd_widths.csv'), 'r') as width_in: + with open("sparse_coding_torch/onsd/individual_frames_cleaned/onsd_labeled_widths_classifier.csv", 'r') as width_in: reader = csv.reader(width_in) - for row in reader: - width_vals = [float(val) for val in row[3:] if val != ''] - onsd_widths[row[2]] = round(sum(width_vals) / len(width_vals), 2) + for i, row in enumerate(reader): + if i == 0: + continue + onsd_widths[row[0]] = float(row[1]) clip_cache_file = 'clip_cache_onsd_{}_{}.pt'.format(clip_width, clip_height) difficult_cache_file = 'difficult_vid_cache_onsd_{}_{}.pt'.format(clip_width, clip_height) @@ -165,40 +175,48 @@ class ONSDGoodFramesLoader: vid_idx = 0 for txt_label, path, _ in tqdm(self.videos): vc = tv.io.read_video(path)[0].permute(3, 0, 1, 2) - -# width_key = path.split('/')[-1] -# if width_key not in onsd_widths: -# continue - width = 0.0 +# width = 0.0 frame_key = path.split('/')[-2] if frame_key in valid_frames: - start_range, end_range = valid_frames[frame_key] - - for j in range(start_range, end_range, 1): - if j == vc.size(1): - break - frame = vc[:, j, :, :] + ranges = valid_frames[frame_key] + + for start_range, end_range in ranges: + for j in range(start_range, end_range, 5): + if j == vc.size(1): + break + frame = vc[:, j, :, :] - if yolo_model is not None: - all_frames = get_yolo_region_onsd(yolo_model, frame, clip_width, clip_height, True, txt_label) - else: - all_frames = [frame] + width_key = path.split('/')[-1] + width_key = width_key[:width_key.rfind('.')] + width_key = txt_label + '/' + width_key + width_key = width_key + '/' + str(j) + '.png' + if width_key not in onsd_widths: + width = 0 + else: + width = onsd_widths[width_key] - if all_frames is None or len(all_frames) == 0: - continue + if yolo_model is not None: + all_frames = get_yolo_region_onsd(yolo_model, frame, clip_width, clip_height, False, txt_label) + else: + all_frames = [frame] - if self.transform: - all_frames = [self.transform(frm) for frm in all_frames] + if all_frames is None or len(all_frames) == 0: + continue - label = self.videos[vid_idx][0] - if label == 'Positives': - label = np.array(1.0) - elif label == 'Negatives': - label = np.array(0.0) + if self.transform: + all_frames = [self.transform(frm) for frm in all_frames] - for frm in all_frames: - self.clips.append((label, frm.numpy(), self.videos[vid_idx][2], width)) + label = self.videos[vid_idx][0] + if label == 'Positives': + label = np.array(1.0) + elif label == 'Negatives': + label = np.array(0.0) + + width = np.round(width / 30) + + for frm in all_frames: + self.clips.append((label, frm.numpy(), self.videos[vid_idx][2], width)) else: label = self.videos[vid_idx][0] if label == 'Positives': @@ -215,10 +233,12 @@ class ONSDGoodFramesLoader: num_positive = len([clip[0] for clip in self.clips if clip[0] == 1.0]) num_negative = len([clip[0] for clip in self.clips if clip[0] == 0.0]) + self.max_width = max([clip[3] for clip in self.clips]) + random.shuffle(self.clips) - print('Loaded', num_positive, 'positive examples.') - print('Loaded', num_negative, 'negative examples.') +# print('Loaded', num_positive, 'positive examples.') +# print('Loaded', num_negative, 'negative examples.') def get_difficult_vids(self): return self.difficult_vids @@ -244,7 +264,7 @@ class ONSDGoodFramesLoader: return [frame for _, frame, _, _ in self.clips] def get_widths(self): - return [width for _, _, _, width in self.clips] + return [width / self.max_width for _, _, _, width in self.clips] def __next__(self): if self.count < len(self.clips): @@ -256,109 +276,170 @@ class ONSDGoodFramesLoader: def __iter__(self): return self - -# class ONSDLoader: -# def __init__(self, video_path, clip_width, clip_height, transform=None, yolo_model=None): -# self.transform = transform -# self.labels = [name for name in listdir(video_path) if isdir(join(video_path, name))] - -# self.count = 0 + +class ONSDAllFramesLoader: + def __init__(self, video_path, clip_width, clip_height, transform=None, yolo_model=None): + self.transform = transform + self.labels = [name for name in listdir(video_path) if isdir(join(video_path, name))] -# onsd_widths = {} -# with open(join(video_path, 'onsd_widths.csv'), 'r') as width_in: -# reader = csv.reader(width_in) -# for row in reader: -# width_vals = [float(val) for val in row[3:] if val != ''] -# onsd_widths[row[2]] = round(sum(width_vals) / len(width_vals), 2) + self.count = 0 -# clip_cache_file = 'clip_cache_onsd_{}_{}.pt'.format(clip_width, clip_height) + clip_cache_file = 'clip_cache_all_onsd_{}_{}.pt'.format(clip_width, clip_height) -# self.videos = [] -# for label in self.labels: -# self.videos.extend([(label, abspath(join(video_path, label, f)), f) for f in glob.glob(join(video_path, label, '*', '*.mp4'))]) + self.videos = [] + for label in self.labels: + self.videos.extend([(label, abspath(join(video_path, label, f)), f) for f in glob.glob(join(video_path, label, '*', '*.mp4'))]) -# self.clips = [] - -# if exists(clip_cache_file): -# self.clips = torch.load(open(clip_cache_file, 'rb')) -# else: -# vid_idx = 0 -# for label, path, _ in tqdm(self.videos): -# vc = tv.io.read_video(path)[0].permute(3, 0, 1, 2) - -# width_key = path.split('/')[-1] -# if width_key not in onsd_widths: -# continue -# width = onsd_widths[width_key] + self.clips = [] + + if exists(clip_cache_file): + self.clips = torch.load(open(clip_cache_file, 'rb')) + else: + vid_idx = 0 + for txt_label, path, _ in tqdm(self.videos): + vc = tv.io.read_video(path)[0].permute(3, 0, 1, 2) +# width = 0.0 -# for j in range(vc.size(1)): -# frame = vc[:, j, :, :] - -# if yolo_model is not None: -# all_frames = get_yolo_region_onsd(yolo_model, frame, clip_width, clip_height) -# else: -# all_frames = [frame] - -# if all_frames is None or len(all_frames) == 0: -# continue + for j in range(0, vc.size(1), 5): + frame = vc[:, j, :, :] -# if self.transform: -# all_frames = [self.transform(frm) for frm in all_frames] - -# label = self.videos[vid_idx][0] -# if label == 'Positives': -# label = np.array(1.0) -# elif label == 'Negatives': -# label = np.array(0.0) - -# for frm in all_frames: -# self.clips.append((label, frm.numpy(), self.videos[vid_idx][2], width)) + width = 0 + + if yolo_model is not None: + all_frames = get_yolo_region_onsd(yolo_model, frame, clip_width, clip_height, False, txt_label) + else: + all_frames = [frame] + + if all_frames is None or len(all_frames) == 0: + continue + + if self.transform: + all_frames = [self.transform(frm) for frm in all_frames] + + label = self.videos[vid_idx][0] + if label == 'Positives': + label = np.array(1.0) + elif label == 'Negatives': + label = np.array(0.0) + + width = np.round(width / 30) -# vid_idx += 1 + for frm in all_frames: + self.clips.append((label, frm.numpy(), self.videos[vid_idx][2], width)) + + vid_idx += 1 -# torch.save(self.clips, open(clip_cache_file, 'wb+')) + torch.save(self.clips, open(clip_cache_file, 'wb+')) -# num_positive = len([clip[0] for clip in self.clips if clip[0] == 1.0]) -# num_negative = len([clip[0] for clip in self.clips if clip[0] == 0.0]) + num_positive = len([clip[0] for clip in self.clips if clip[0] == 1.0]) + num_negative = len([clip[0] for clip in self.clips if clip[0] == 0.0]) -# random.shuffle(self.clips) + random.shuffle(self.clips) -# print('Loaded', num_positive, 'positive examples.') -# print('Loaded', num_negative, 'negative examples.') + def get_difficult_vids(self): + return self.difficult_vids -# def get_filenames(self): -# return [self.clips[i][2] for i in range(len(self.clips))] + def get_filenames(self): + return [self.clips[i][2] for i in range(len(self.clips))] -# def get_all_videos(self): -# return set([self.clips[i][2] for i in range(len(self.clips))]) + def get_all_videos(self): + return set([self.clips[i][2] for i in range(len(self.clips))]) -# def get_labels(self): -# return [self.clips[i][0] for i in range(len(self.clips))] + def get_labels(self): + return [self.clips[i][0] for i in range(len(self.clips))] -# def set_indicies(self, iter_idx): -# new_clips = [] -# for i, clip in enumerate(self.clips): -# if i in iter_idx: -# new_clips.append(clip) + def set_indicies(self, iter_idx): + new_clips = [] + for i, clip in enumerate(self.clips): + if i in iter_idx: + new_clips.append(clip) -# self.clips = new_clips + self.clips = new_clips -# def get_frames(self): -# return [frame for _, frame, _, _ in self.clips] + def get_frames(self): + return [frame for _, frame, _, _ in self.clips] -# def get_widths(self): -# return [width for _, _, _, width in self.clips] + def get_widths(self): + return [width / 1 for _, _, _, width in self.clips] -# def __next__(self): -# if self.count < len(self.clips): -# label, frame, vid_f, widths = self.clips[self.count] -# self.count += 1 -# return label, frame, widths -# else: -# raise StopIteration + def __next__(self): + if self.count < len(self.clips): + label, frame, vid_f, widths = self.clips[self.count] + self.count += 1 + return label, frame, widths + else: + raise StopIteration -# def __iter__(self): -# return self + def __iter__(self): + return self + +class RegressionLoader: + def __init__(self, csv_path, clip_width, clip_height, transform=None, yolo_model=None): + self.transform = transform + + self.count = 0 + + onsd_widths = {} + with open(csv_path, 'r') as width_in: + reader = csv.reader(width_in) + for i, row in enumerate(reader): + if i == 0: + continue + onsd_widths[row[0]] = float(row[1]) + + self.frames = [] + self.max_width = 0.0 + for f_path, width in tqdm(onsd_widths.items()): + frame = torch.tensor(cv2.imread(f_path)).swapaxes(2, 1).swapaxes(1, 0) + + if yolo_model is not None: + all_frames = get_yolo_region_onsd(yolo_model, frame, clip_width, clip_height, False) + else: + all_frames = [frame] + + if all_frames is None or len(all_frames) == 0: + continue + + if self.transform: + all_frames = [self.transform(frm) for frm in all_frames] + + if width > self.max_width: + self.max_width = width + + width = np.round(width / 5) * 5 + + for frm in all_frames: + self.frames.append((width, frm.numpy(), f_path)) + + random.shuffle(self.frames) + + def get_filenames(self): + return ['/'.join(self.frames[i][2].split('/')[:-1]) for i in range(len(self.frames))] + + def get_labels(self): + return [self.frames[i][0] / self.max_width for i in range(len(self.frames))] + + def set_indicies(self, iter_idx): + new_frames = [] + for i, frame in enumerate(self.frames): + if i in iter_idx: + new_frames.append(frame) + + self.frames = new_frames + + def get_frames(self): + return [frame for _, frame, _ in self.frames] + + def __next__(self): + if self.count < len(self.frames): + width, frame, vid_f = self.frames[self.count] + self.count += 1 + return width, frame + else: + raise StopIteration + + def __iter__(self): + return self class FrameLoader: def __init__(self, video_path, clip_width, clip_height, transform=None, yolo_model=None): diff --git a/sparse_coding_torch/output/onsd_full_width_16/arguments.txt b/sparse_coding_torch/output/onsd_full_width_16/arguments.txt new file mode 100644 index 0000000..b1d8bf9 --- /dev/null +++ b/sparse_coding_torch/output/onsd_full_width_16/arguments.txt @@ -0,0 +1 @@ +Namespace(batch_size=32, kernel_width=150, kernel_height=10, kernel_depth=1, num_kernels=16, stride=1, max_activation_iter=300, activation_lr=0.01, lr=0.003, epochs=150, lam=0.05, output_dir='sparse_coding_torch/output/onsd_full_width_16/', seed=42, 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normalize_weights_3d(filters, out_channels): return adjusted class SparseCode(keras.layers.Layer): - def __init__(self, batch_size, image_height, image_width, clip_depth, in_channels, out_channels, kernel_size, kernel_depth, stride, lam, activation_lr, max_activation_iter, run_2d, padding='VALID'): + def __init__(self, batch_size, image_height, image_width, clip_depth, in_channels, out_channels, kernel_height, kernel_width, kernel_depth, stride, lam, activation_lr, max_activation_iter, run_2d, padding='VALID'): super(SparseCode, self).__init__() self.out_channels = out_channels @@ -98,7 +98,8 @@ class SparseCode(keras.layers.Layer): self.image_height = image_height self.image_width = image_width self.clip_depth = clip_depth - self.kernel_size = kernel_size + self.kernel_height = kernel_height + self.kernel_width = kernel_width self.kernel_depth = kernel_depth self.run_2d = run_2d self.padding = padding @@ -154,9 +155,9 @@ class SparseCode(keras.layers.Layer): output_shape = (len(images), 1, self.image_height // self.stride, self.image_width // self.stride, self.out_channels) else: if self.run_2d: - output_shape = (len(images), (self.image_height - self.kernel_size) // self.stride + 1, (self.image_width - self.kernel_size) // self.stride + 1, self.out_channels) + output_shape = (len(images), (self.image_height - self.kernel_height) // self.stride + 1, (self.image_width - self.kernel_width) // self.stride + 1, self.out_channels) else: - output_shape = (len(images), (self.clip_depth - self.kernel_depth) // 1 + 1, (self.image_height - self.kernel_size) // self.stride + 1, (self.image_width - self.kernel_size) // self.stride + 1, self.out_channels) + output_shape = (len(images), (self.clip_depth - self.kernel_depth) // 1 + 1, (self.image_height - self.kernel_height) // self.stride + 1, (self.image_width - self.kernel_width) // self.stride + 1, self.out_channels) u = tf.stop_gradient(tf.zeros(shape=output_shape)) m = tf.stop_gradient(tf.zeros(shape=output_shape)) @@ -179,7 +180,7 @@ class SparseCode(keras.layers.Layer): return u class ReconSparse(keras.Model): - def __init__(self, batch_size, image_height, image_width, clip_depth, in_channels, out_channels, kernel_size, kernel_depth, stride, lam, activation_lr, max_activation_iter, run_2d, padding='VALID'): + def __init__(self, batch_size, image_height, image_width, clip_depth, in_channels, out_channels, kernel_height, kernel_width, kernel_depth, stride, lam, activation_lr, max_activation_iter, run_2d, padding='VALID'): super().__init__() self.out_channels = out_channels @@ -197,15 +198,15 @@ class ReconSparse(keras.Model): initializer = tf.keras.initializers.HeNormal() if run_2d: - self.filters_1 = tf.Variable(initial_value=initializer(shape=(kernel_size, kernel_size, in_channels, out_channels)), dtype='float32', trainable=True) - self.filters_2 = tf.Variable(initial_value=initializer(shape=(kernel_size, kernel_size, in_channels, out_channels)), dtype='float32', trainable=True) - self.filters_3 = tf.Variable(initial_value=initializer(shape=(kernel_size, kernel_size, in_channels, out_channels)), dtype='float32', trainable=True) - self.filters_4 = tf.Variable(initial_value=initializer(shape=(kernel_size, kernel_size, in_channels, out_channels)), dtype='float32', trainable=True) - self.filters_5 = tf.Variable(initial_value=initializer(shape=(kernel_size, kernel_size, in_channels, out_channels)), dtype='float32', trainable=True) + self.filters_1 = tf.Variable(initial_value=initializer(shape=(kernel_height, kernel_width, in_channels, out_channels)), dtype='float32', trainable=True) + self.filters_2 = tf.Variable(initial_value=initializer(shape=(kernel_height, kernel_width, in_channels, out_channels)), dtype='float32', trainable=True) + self.filters_3 = tf.Variable(initial_value=initializer(shape=(kernel_height, kernel_width, in_channels, out_channels)), dtype='float32', trainable=True) + self.filters_4 = tf.Variable(initial_value=initializer(shape=(kernel_height, kernel_width, in_channels, out_channels)), dtype='float32', trainable=True) + self.filters_5 = tf.Variable(initial_value=initializer(shape=(kernel_height, kernel_width, in_channels, out_channels)), dtype='float32', trainable=True) else: # pytorch_weights = load_pytorch_weights('sparse.pt') # self.filters = tf.Variable(initial_value=pytorch_weights, dtype='float32', trainable=False) - initial_values = initializer(shape=(1, kernel_size, kernel_size, in_channels, out_channels), dtype='float32') + initial_values = initializer(shape=(1, kernel_height, kernel_width, in_channels, out_channels), dtype='float32') initial_values = tf.concat([initial_values]*kernel_depth, axis=0) self.filters = tf.Variable(initial_value=initial_values, trainable=True) -- GitLab