Video feature extractor in PyTorch.
Video feature extracor for your own datasets.
Download videos from urls and put them in to a directory, such as:
python3 ./tools/video_download.py ./datasets/video_urls \--video-dir ./datasets/video \--video-type 'mp4' \--threads 8 \
Extract frames from video. Such as extract 1 frames per second and using 8 threads:
python3 ./tools/video2frame.py ./datasets/video_list \--frame-dir ./datasets/frame \--fps 1 \--threads 8
Extract features from videos, such as:
python3 main.py \--video-dpath ./datasets/video \--model resnet50 \--batch-size 32 \--save-dir ./datasets/feature