sindhuhegde commited on
Commit
a794399
·
1 Parent(s): 10903f4

Update app

Browse files
Files changed (1) hide show
  1. app.py +16 -22
app.py CHANGED
@@ -56,6 +56,7 @@ print("Device: ", device)
56
  holistic = mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5)
57
 
58
 
 
59
  def bb_intersection_over_union(boxA, boxB):
60
  xA = max(boxA[0], boxB[0])
61
  yA = max(boxA[1], boxB[1])
@@ -316,6 +317,7 @@ def process_video_asd(file, sd_root, work_root, data_root, avi_dir, tmp_dir, wor
316
  except:
317
  msg = "Error in pre-processing the video, please check the input video and try again"
318
  return msg
 
319
 
320
  print("Detecting scenes in the video...")
321
  try:
@@ -323,29 +325,22 @@ def process_video_asd(file, sd_root, work_root, data_root, avi_dir, tmp_dir, wor
323
  except:
324
  msg = "Error in detecting the scenes in the video, please check the input video and try again"
325
  return msg
326
-
 
327
  print("Tracking video...")
328
  allscenes = []
329
- try:
330
- for shot in scene:
331
- if shot[1].frame_num - shot[0].frame_num >= min_track:
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- allscenes.append(track_shot(faces[shot[0].frame_num:shot[1].frame_num]))
333
- except:
334
- msg = "Error in tracking people in the video, please check the input video and try again"
335
- return msg
336
 
337
  print("Cropping video...")
338
  alltracks = []
339
- try:
340
- for sc_num in range(len(allscenes)):
341
- vidtracks = []
342
- for ii, track in enumerate(allscenes[sc_num]):
343
- os.makedirs(os.path.join(crop_dir, 'scene_'+str(sc_num)), exist_ok=True)
344
- vidtracks.append(crop_video(avi_dir, tmp_dir, track, os.path.join(crop_dir, 'scene_'+str(sc_num), '%05d' % ii)))
345
- alltracks.append(vidtracks)
346
- except:
347
- msg = "Error in cropping the video, please check the input video and try again"
348
- return msg
349
 
350
  savepath = os.path.join(work_dir, 'tracks.pckl')
351
 
@@ -361,6 +356,7 @@ def process_video_asd(file, sd_root, work_root, data_root, avi_dir, tmp_dir, wor
361
  return "success"
362
 
363
 
 
364
  @spaces.GPU(duration=140)
365
  def preprocess_video(path, result_folder, apply_preprocess, padding=20):
366
 
@@ -1222,13 +1218,11 @@ def preprocess_asd(video_path, result_folder_input):
1222
  crop_dir = os.path.join(data_dir, 'pycrop')
1223
  frames_dir = os.path.join(data_dir, 'pyframes')
1224
 
1225
- print("Pre-processing the input video...")
1226
  status = process_video_asd(file, sd_root, work_root, data_root, avi_dir, tmp_dir, work_dir, crop_dir, frames_dir)
1227
-
1228
  if status != "success":
1229
  return status
1230
- print("Successfully pre-processed the video")
1231
-
1232
  return "success"
1233
 
1234
  def process_video_syncoffset(video_path, num_avg_frames, apply_preprocess):
 
56
  holistic = mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5)
57
 
58
 
59
+
60
  def bb_intersection_over_union(boxA, boxB):
61
  xA = max(boxA[0], boxB[0])
62
  yA = max(boxA[1], boxB[1])
 
317
  except:
318
  msg = "Error in pre-processing the video, please check the input video and try again"
319
  return msg
320
+ print("YOLO done")
321
 
322
  print("Detecting scenes in the video...")
323
  try:
 
325
  except:
326
  msg = "Error in detecting the scenes in the video, please check the input video and try again"
327
  return msg
328
+ print("Scene detect done")
329
+
330
  print("Tracking video...")
331
  allscenes = []
332
+ for shot in scene:
333
+ if shot[1].frame_num - shot[0].frame_num >= min_track:
334
+ allscenes.append(track_shot(faces[shot[0].frame_num:shot[1].frame_num]))
 
 
 
 
335
 
336
  print("Cropping video...")
337
  alltracks = []
338
+ for sc_num in range(len(allscenes)):
339
+ vidtracks = []
340
+ for ii, track in enumerate(allscenes[sc_num]):
341
+ os.makedirs(os.path.join(crop_dir, 'scene_'+str(sc_num)), exist_ok=True)
342
+ vidtracks.append(crop_video(avi_dir, tmp_dir, track, os.path.join(crop_dir, 'scene_'+str(sc_num), '%05d' % ii)))
343
+ alltracks.append(vidtracks)
 
 
 
 
344
 
345
  savepath = os.path.join(work_dir, 'tracks.pckl')
346
 
 
356
  return "success"
357
 
358
 
359
+
360
  @spaces.GPU(duration=140)
361
  def preprocess_video(path, result_folder, apply_preprocess, padding=20):
362
 
 
1218
  crop_dir = os.path.join(data_dir, 'pycrop')
1219
  frames_dir = os.path.join(data_dir, 'pyframes')
1220
 
 
1221
  status = process_video_asd(file, sd_root, work_root, data_root, avi_dir, tmp_dir, work_dir, crop_dir, frames_dir)
1222
+ print("Status ", status)
1223
  if status != "success":
1224
  return status
1225
+
 
1226
  return "success"
1227
 
1228
  def process_video_syncoffset(video_path, num_avg_frames, apply_preprocess):