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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

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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/
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