Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .DS_Store +0 -0
- README.md +65 -3
- annotations/.DS_Store +0 -0
- annotations/COCO.zip +3 -0
- annotations/test.jsonl +0 -0
- annotations/train.jsonl +0 -0
- annotations/validation.jsonl +0 -0
- images/000000000001.jpg +3 -0
- images/000000000002.jpg +3 -0
- images/000000000003.jpg +3 -0
- images/000000000004.jpg +3 -0
- images/000000000005.jpg +3 -0
- images/000000000006.jpg +3 -0
- images/000000000007.jpg +3 -0
- images/000000000008.jpg +3 -0
- images/000000000009.jpg +3 -0
- images/000000000010.jpg +3 -0
- images/000000000011.jpg +3 -0
- images/000000000012.jpg +3 -0
- images/000000000013.jpg +3 -0
- images/000000000014.jpg +3 -0
- images/000000000015.jpg +3 -0
- images/000000000016.jpg +3 -0
- images/000000000017.jpg +3 -0
- images/000000000018.jpg +3 -0
- images/000000000019.jpg +3 -0
- images/000000000020.jpg +3 -0
- images/000000000021.jpg +3 -0
- images/000000000022.jpg +3 -0
- images/000000000023.jpg +3 -0
- images/000000000024.jpg +3 -0
- images/000000000025.jpg +3 -0
- images/000000000026.jpg +3 -0
- images/000000000027.jpg +3 -0
- images/000000000028.jpg +3 -0
- images/000000000029.jpg +3 -0
- images/000000000030.jpg +3 -0
- images/000000000031.jpg +3 -0
- images/000000000032.jpg +3 -0
- images/000000000033.jpg +3 -0
- images/000000000034.jpg +3 -0
- images/000000000035.jpg +3 -0
- images/000000000036.jpg +3 -0
- images/000000000037.jpg +3 -0
- images/000000000038.jpg +3 -0
- images/000000000039.jpg +3 -0
- images/000000000040.jpg +3 -0
- images/000000000041.jpg +3 -0
- images/000000000042.jpg +3 -0
- images/000000000043.jpg +3 -0
.DS_Store
ADDED
|
Binary file (10.2 kB). View file
|
|
|
README.md
CHANGED
|
@@ -1,3 +1,65 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
--
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
## 📌 Overview
|
| 2 |
+
|
| 3 |
+
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.
|
| 4 |
+
|
| 5 |
+
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:
|
| 6 |
+
|
| 7 |
+
- Object Detection (bounding boxes)
|
| 8 |
+
- Keypoint Detection (pose estimation)
|
| 9 |
+
|
| 10 |
+
The dataset was originally labeled in **COCO format**, and to be compatible with Hugging Face, we provide the converted **JSONL format**.
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
## 📁 Dataset Structure
|
| 14 |
+
|
| 15 |
+
### 🔹 Original COCO Format
|
| 16 |
+
|
| 17 |
+
```
|
| 18 |
+
MOUNT-Cattle/
|
| 19 |
+
├── images/
|
| 20 |
+
├── annotations/
|
| 21 |
+
│ ├── train.json
|
| 22 |
+
│ ├── val.json
|
| 23 |
+
│ └── test.json
|
| 24 |
+
```
|
| 25 |
+
|
| 26 |
+
### 🔹 Hugging Face Friendly JSONL Format
|
| 27 |
+
|
| 28 |
+
```
|
| 29 |
+
MOUNT-Cattle/
|
| 30 |
+
├── images/
|
| 31 |
+
├── train.jsonl
|
| 32 |
+
├── validation.jsonl
|
| 33 |
+
└── test.jsonl
|
| 34 |
+
```
|
| 35 |
+
|
| 36 |
+
## 🦴 Keypoints Annotation
|
| 37 |
+
|
| 38 |
+
The dataset defines the following keypoints in order:
|
| 39 |
+
|
| 40 |
+
```
|
| 41 |
+
1. Head-top
|
| 42 |
+
2. Neck
|
| 43 |
+
3. Spine
|
| 44 |
+
4. Right_front_leg_root
|
| 45 |
+
5. Right_front_knee
|
| 46 |
+
6. Right_front_hoof
|
| 47 |
+
7. Left_front_leg_root
|
| 48 |
+
8. Left_front_knee
|
| 49 |
+
9. Left_front_hoof
|
| 50 |
+
10. Coccyx
|
| 51 |
+
11. Right_hind_leg_root
|
| 52 |
+
12. Right_hind_knee
|
| 53 |
+
13. Right_hind_hoof
|
| 54 |
+
14. Left_hind_leg_root
|
| 55 |
+
15. Left_hind_knee
|
| 56 |
+
16. Left_hind_hoof
|
| 57 |
+
```
|
| 58 |
+
|
| 59 |
+
## 📜 License
|
| 60 |
+
|
| 61 |
+
Please specify the dataset license here.
|
| 62 |
+
|
| 63 |
+
## 🙋 Acknowledgement
|
| 64 |
+
|
| 65 |
+
Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, National Engineering Research Center for Information Technology in Agriculture
|
annotations/.DS_Store
ADDED
|
Binary file (6.15 kB). View file
|
|
|
annotations/COCO.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:86ca23d3a5a46947f1f144504facd8c84b84f573f2ec90573afe4a1b292f9cda
|
| 3 |
+
size 1070835
|
annotations/test.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
annotations/train.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
annotations/validation.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
images/000000000001.jpg
ADDED
|
Git LFS Details
|
images/000000000002.jpg
ADDED
|
Git LFS Details
|
images/000000000003.jpg
ADDED
|
Git LFS Details
|
images/000000000004.jpg
ADDED
|
Git LFS Details
|
images/000000000005.jpg
ADDED
|
Git LFS Details
|
images/000000000006.jpg
ADDED
|
Git LFS Details
|
images/000000000007.jpg
ADDED
|
Git LFS Details
|
images/000000000008.jpg
ADDED
|
Git LFS Details
|
images/000000000009.jpg
ADDED
|
Git LFS Details
|
images/000000000010.jpg
ADDED
|
Git LFS Details
|
images/000000000011.jpg
ADDED
|
Git LFS Details
|
images/000000000012.jpg
ADDED
|
Git LFS Details
|
images/000000000013.jpg
ADDED
|
Git LFS Details
|
images/000000000014.jpg
ADDED
|
Git LFS Details
|
images/000000000015.jpg
ADDED
|
Git LFS Details
|
images/000000000016.jpg
ADDED
|
Git LFS Details
|
images/000000000017.jpg
ADDED
|
Git LFS Details
|
images/000000000018.jpg
ADDED
|
Git LFS Details
|
images/000000000019.jpg
ADDED
|
Git LFS Details
|
images/000000000020.jpg
ADDED
|
Git LFS Details
|
images/000000000021.jpg
ADDED
|
Git LFS Details
|
images/000000000022.jpg
ADDED
|
Git LFS Details
|
images/000000000023.jpg
ADDED
|
Git LFS Details
|
images/000000000024.jpg
ADDED
|
Git LFS Details
|
images/000000000025.jpg
ADDED
|
Git LFS Details
|
images/000000000026.jpg
ADDED
|
Git LFS Details
|
images/000000000027.jpg
ADDED
|
Git LFS Details
|
images/000000000028.jpg
ADDED
|
Git LFS Details
|
images/000000000029.jpg
ADDED
|
Git LFS Details
|
images/000000000030.jpg
ADDED
|
Git LFS Details
|
images/000000000031.jpg
ADDED
|
Git LFS Details
|
images/000000000032.jpg
ADDED
|
Git LFS Details
|
images/000000000033.jpg
ADDED
|
Git LFS Details
|
images/000000000034.jpg
ADDED
|
Git LFS Details
|
images/000000000035.jpg
ADDED
|
Git LFS Details
|
images/000000000036.jpg
ADDED
|
Git LFS Details
|
images/000000000037.jpg
ADDED
|
Git LFS Details
|
images/000000000038.jpg
ADDED
|
Git LFS Details
|
images/000000000039.jpg
ADDED
|
Git LFS Details
|
images/000000000040.jpg
ADDED
|
Git LFS Details
|
images/000000000041.jpg
ADDED
|
Git LFS Details
|
images/000000000042.jpg
ADDED
|
Git LFS Details
|
images/000000000043.jpg
ADDED
|
Git LFS Details
|