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download_youcookii_videos.py

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+# Script for downloading youcookii videos
+# Written by Luowei Zhou, 09/23/2017
+# Contact luozhou@umich.edu if you have trouble downloading some private/unavailable videos
+
+# Requirement: install youtube-dl (https://github.com/rg3/youtube-dl/)
+
+import os
+
+dataset_root = '../raw_videos'
+vid_file_lst = ['../splits/train_list.txt', '../splits/val_list.txt', '../splits/test_list.txt']
+split_lst = ['training', 'validation', 'testing']
+if not os.path.isdir(dataset_root):
+    os.mkdir(dataset_root)
+
+missing_vid_lst = []
+
+# download videos for training/validation/testing splits
+for vid_file, split in zip(vid_file_lst, split_lst):
+    if not os.path.isdir(os.path.join(dataset_root, split)):
+        os.mkdir(os.path.join(dataset_root, split))
+    with open(vid_file) as f:
+        lines = f.readlines()
+        for line in lines:
+            rcp_type,vid_name = line.replace('\n','').split('/')
+            if not os.path.isdir(os.path.join(dataset_root, split, rcp_type)):
+                os.mkdir(os.path.join(dataset_root, split, rcp_type))
+
+            # download the video
+            vid_url = 'www.youtube.com/watch?v='+vid_name
+            vid_prefix = os.path.join(dataset_root, split, rcp_type, vid_name) 
+            os.system(' '.join(("youtube-dl -o", vid_prefix, vid_url)))
+
+            # check if the video is downloaded
+            if os.path.exists(vid_prefix+'.mp4') or os.path.exists(vid_prefix+'.mkv') or os.path.exists(vid_prefix+'.webm'):
+                print('[INFO] Downloaded {} video {}'.format(split, vid_name))
+            else:
+                missing_vid_lst.append('/'.join((split, line)))
+                print('[INFO] Cannot download {} video {}'.format(split, vid_name))
+
+# write the missing videos to file
+missing_vid = open('missing_videos.txt', 'w')
+for line in missing_vid_lst:
+    missing_vid.write(line)
+
+# sanitize and remove the intermediate files
+# os.system("find ../raw_videos -name '*.part*' -delete")
+os.system("find ../raw_videos -name '*.f*' -delete")

splits/test_duration_totalframe.csv

@@ -0,0 +1,211 @@
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splits/test_list.txt

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splits/train_duration_totalframe.csv

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splits/val_list.txt

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