Dataset Viewer
The dataset could not be loaded because the splits use different data file formats, which is not supported. Read more about the splits configuration. Click for more details.
Couldn't infer the same data file format for all splits. Got {NamedSplit('train'): ('webdataset', {}), NamedSplit('test'): ('videofolder', {})}
Error code: FileFormatMismatchBetweenSplitsError
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Dataset Preparation for IV2 Retraining
Downloading
> git clone https://github.com/qingy1337/kinetics-dataset.git
> cd kinetics-dataset
/kinetics-dataset > git pull
/kinetics-dataset > bash ./k600_downloader.sh
/kinetics-dataset > bash ./k600_extractor.sh
Reorganizing into folders
> cd kinetics-dataset
/kinetics-dataset > mv k600_reorganize.py ./k600/
/kinetics-dataset > cd k600
/kinetics-dataset/k600 > python k600_reorganize annotations/train.txt
Remove un-ideal actions
/kinetics-dataset > mv removed_actions.txt ./k600/
/kinetics-dataset > cd k600
/kinetics-dataset/k600 > grep -v '^$' removed_actions.txt | tr '\n' '\0' | xargs -0 -I {} rm -rf "./train/train/{}/"
Filter only quality videos (~30 fps, ~10 seconds in duration)
/kinetics-dataset > mv quality_check.py ./k600/
/kinetics-dataset > cd k600
/kinetics-dataset/k600 > python quality_check.py
Generate JSON dataset (compatible with IV2 training)
/kinetics-dataset > mv generate_json_dataset.py ./k600/train/train/
/kinetics-dataset > cd k600/train/train/
/kinetics-dataset/k600/train/train > python generate_json_dataset.py # output saved to kinetics.json in /kinetics-dataset/k600/train/train/
- Downloads last month
- 156