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  1. .DS_Store +0 -0
  2. README.md +65 -3
  3. annotations/.DS_Store +0 -0
  4. annotations/COCO.zip +3 -0
  5. annotations/test.jsonl +0 -0
  6. annotations/train.jsonl +0 -0
  7. annotations/validation.jsonl +0 -0
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README.md CHANGED
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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## 📌 Overview
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+
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+ MOUNT-Cattle is a mounting dataset, covering 1,176 mounting instances, which follows the COCO format and supports drop-in training across pose estimation models. Mounting posture is an important visual indicator of estrus in dairy cattle.
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+
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+ In the actual training process, please use the comprehensive dataset that combines MOUNT-Cattle with the public NWAFU-Cattle dataset. This repository provides the corresponding comprehensive dataset used in that training setup. supporting:
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+
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+ - Object Detection (bounding boxes)
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+ - Keypoint Detection (pose estimation)
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+
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+ The dataset was originally labeled in **COCO format**, and to be compatible with Hugging Face, we provide the converted **JSONL format**.
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+
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+
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+ ## 📁 Dataset Structure
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+
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+ ### 🔹 Original COCO Format
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+
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+ ```
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+ MOUNT-Cattle/
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+ ├── images/
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+ ├── annotations/
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+ │ ├── train.json
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+ │ ├── val.json
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+ │ └── test.json
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+ ```
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+
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+ ### 🔹 Hugging Face Friendly JSONL Format
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+
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+ ```
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+ MOUNT-Cattle/
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+ ├── images/
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+ ├── train.jsonl
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+ ├── validation.jsonl
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+ └── test.jsonl
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+ ```
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+
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+ ## 🦴 Keypoints Annotation
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+
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+ The dataset defines the following keypoints in order:
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+
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+ ```
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+ 1. Head-top
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+ 2. Neck
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+ 3. Spine
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+ 4. Right_front_leg_root
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+ 5. Right_front_knee
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+ 6. Right_front_hoof
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+ 7. Left_front_leg_root
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+ 8. Left_front_knee
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+ 9. Left_front_hoof
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+ 10. Coccyx
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+ 11. Right_hind_leg_root
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+ 12. Right_hind_knee
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+ 13. Right_hind_hoof
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+ 14. Left_hind_leg_root
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+ 15. Left_hind_knee
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+ 16. Left_hind_hoof
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+ ```
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+
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+ ## 📜 License
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+
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+ Please specify the dataset license here.
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+
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+ ## 🙋 Acknowledgement
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+
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+ Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, National Engineering Research Center for Information Technology in Agriculture
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+ size 1070835
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