Datasets:

Jazzcharles
/

epic_kitchen_videomae_L14_feature_fps8

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videomae_L14_feature_fps8/P02_124	"/tmp/hf-datasets-cache/medium/datasets/44232755271359-config-parquet-and-info-Jazzcharles-epic_kitc(...TRUNCATED)	"UEsDBAAACAgAAAAAAAAAAAAAAAAAAAAAAAAQABIAYXJjaGl2ZS9kYXRhLnBrbEZCDgBaWlpaWlpaWlpaWlpaWoACY3RvcmNoLl9(...TRUNCATED)
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YAML Metadata Warning: The task_categories "video-retrieval" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

📙 Overview

EPIC-Kitchen-100 video features extracted by VideoMAE_L14 at 8 fps. It is used for evaluating the video-text retrieval ability of EgoInstructor.

It contains 700 files, each file (e.g. P01_01.pth.tar) is a TxD feature vector, where T refers to the length of the video and D is 768.

🏋️ How-To-Use

Please refer to code EgoInstructor for details.

🎓 Citation

@article{xu2024retrieval,
  title={Retrieval-augmented egocentric video captioning},
  author={Xu, Jilan and Huang, Yifei and Hou, Junlin and Chen, Guo and Zhang, Yuejie and Feng, Rui and Xie, Weidi},
  journal={arXiv preprint arXiv:2401.00789},
  year={2024}
}

Downloads last month: 7

Size of downloaded dataset files:

509 MB

Size of the auto-converted Parquet files:

553 MB

Number of rows:

700

Paper for Jazzcharles/epic_kitchen_videomae_L14_feature_fps8

Retrieval-Augmented Egocentric Video Captioning

Paper • 2401.00789 • Published Jan 1, 2024