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+ ---
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+ license: mit
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+ tags:
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+ - cattle
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+ - behavior-recognition
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+ - object-tracking
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+ - animal-behavior
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+ - computer-vision
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+ ---
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+
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+ # Cattle Vision Data — Pre-computed Tracking Results
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+
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+ Pre-computed OC-SORT tracking outputs (with SAM2 mask RLEs) for the
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+ [Cattle Vision Framework](https://github.com/sakifkhan98/cattle-vision-framework).
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+
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+ Downloading these files skips scripts 06–08 (several hours of GPU inference on a V100).
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+
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+ ## Files
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+
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+ | File | Uncompressed | Contents |
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+ |------|-------------|---------|
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+ | `tracking_v2_cbvd5.tar.gz` | ~20 MB | Per-video OC-SORT + SAM2 mask RLE JSONs for CBVD-5 |
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+ | `tracking_v2_cvb.tar.gz` | ~641 MB | Per-video OC-SORT + SAM2 mask RLE JSONs for CVB |
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+
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+ ## Usage (Quickstart Path)
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+
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+ ```bash
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+ # Download
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+ huggingface-cli download sakifkhan98/cattle-vision-data \
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+ tracking_v2_cbvd5.tar.gz tracking_v2_cvb.tar.gz \
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+ --repo-type dataset --local-dir /tmp/tracking_v2/
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+
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+ # Extract into processed data directory
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+ mkdir -p data/processed/tracking_v2/
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+ tar -xf /tmp/tracking_v2/tracking_v2_cbvd5.tar.gz -C data/processed/tracking_v2/
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+ tar -xf /tmp/tracking_v2/tracking_v2_cvb.tar.gz -C data/processed/tracking_v2/
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+ ```
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+
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+ After extraction, `data/processed/tracking_v2/{cbvd5,cvb}/` will be populated.
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+ Continue with `scripts/09_generate_tubelets.sh`.
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+
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+ ## JSON Schema
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+
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+ Each `{video_id}_tracks.json` file contains per-frame tracking results:
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+
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+ ```json
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+ {
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+ "frame_idx": 0,
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+ "track_id": 1,
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+ "bbox": [x1, y1, x2, y2],
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+ "score": 0.95,
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+ "mask_rle": {"size": [H, W], "counts": "..."}
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+ }
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+ ```
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @mastersthesis{khan2026cattle,
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+ author = {Sakif Khan},
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+ title = {Multi-Behavior Recognition in Dairy Cattle from Surveillance Video},
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+ school = {Texas State University},
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+ year = {2026},
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+ }
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+ ```
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