Update READMe to new format
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README.md
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@@ -50,31 +50,30 @@ The original dataset is ~700 GB making it difficult to use and hold in memory on
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### Data Format
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We formatted this as a [WebDataset](https://github.com/webdataset/webdataset) for better data-loading performance when training the models.
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Each split contains a list of tar files each with 10000 data samples.
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```
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```
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### Data Fields
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* vid.npy: the numpy array with the per-frame embeddings. Shape -> (n_frames, 512)
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### Data Format
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We formatted this as a [WebDataset](https://github.com/webdataset/webdataset) for better data-loading performance when training the models.
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Each split contains a list of tar files each with 10000 data samples. This format can be read and used easily using the EmbeddingWebDatasetReader from [clip-video-encode](https://github.com/iejMac/clip-video-encode).
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```
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CLIP-Kinetics700
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├── splits.csv
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├── ds_00000.tar
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| ├── vid_00000.npy
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| ├── vid_00000.txt
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| ├── vid_00000.json
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| ├── vid_00001.npy
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| ├── vid_00001.txt
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| ├── vid_00001.json
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| └── ...
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| ├── vid_10000.npy
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| ├── vid_10000.txt
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| ├── vid_10000.json
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├── ds_00001.tar
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| ├── vid_10001.npy
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| ├── vid_10001.txt
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| ├── vid_10001.json
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│ ...
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...
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```
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### Data Fields
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* vid.npy: the numpy array with the per-frame embeddings. Shape -> (n_frames, 512)
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