LFEPose

About

A project to identify sheep pose to allow camera streams to be analzyed with custom trained models built for detecting sickness and other problems based off of sheep pose.

🚀 Installation

Follow the MMPose installation tutorial provided by OpenMMLab.

📦 Data Preparation

The LambingSheep dataset is available on ModelScope or HuggingFace.

🛠️ Usage

1. Download LFEPose, place the folder under projects/, and rename it to sheep_pose.

mmpose
└── projects
    └── sheep_pose
        ├── config
        ├── core
        └── sheep_config

2. Download the dataset and update the database path in LFEPose-CSP-m.py.
3. Train and test.

python tools/train.py projects/sheep_pose/config/LFEPose-CSP-m.py
python tools/test.py projects/sheep_pose/config/LFEPose-CSP-m.py work_dirs/LFEPose-CSP-m/best_coco_AP_epoch_600.pth