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WalkIndia-50 Video Clips
Video clips from Indian street walking tours for evaluating video foundation models (V-JEPA 2) on non-Western urban scenes.
Dataset Description
| Property | Value |
|---|---|
| Total Clips | 337 |
| Duration Range | 4.0s - 8.4s |
| Mean Duration | 5.3s |
| Source | @WalkinginIndia YouTube |
Scene Types
| Scene | Clips | Description |
|---|---|---|
| hilltown | 114 | Mussoorie - Camel's Back Road hill station |
| metro | 112 | Delhi Metro - Dilli Haat INA Station underground |
| temple | 111 | Golden Temple, Amritsar - religious site & bazaar |
Processing Pipeline
- Download:
yt-dlp(10 min per video) - Scene Detection:
PySceneDetectContentDetector (threshold=27.0) - Intelligent Re-split: Long clips split using:
- ContentDetector (threshold=15.0) for subtle changes
- AdaptiveDetector for gradual transitions
- Fixed 5s chunks as fallback
Intended Use
- Evaluate V-JEPA 2 video embeddings on Indian urban scenes
- Test geographic transfer of video foundation models
- Research on non-Western video understanding
Citation
If you use this dataset, please cite:
@dataset{walkindia50,
title={WalkIndia-50: Indian Street Video Clips},
author={Anonymous},
year={2026},
url={https://huggingface.co/datasets/anonymousML123/walkindia-50-clips}
}
License
CC-BY-4.0 (Creative Commons Attribution 4.0)
Original videos from @WalkinginIndia YouTube channel.
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