Yuan Lab袁静课题组

This is a sample entry demonstrating how project detail pages and the reproduction-guide section are presented. Once our open-source projects are ready, each will provide Environment, Data, Run, and FAQ sections, with repoUrl pointing to the real Gitee repository.

Project Overview

Background, problem, and method of the project (sample: industrial object detection with an improved YOLO architecture).

Reproduction Guide · Environment

# Python 3.10+
git clone https://gitee.com/example-owner/example-repo.git
cd example-repo
pip install -r requirements.txt

Reproduction Guide · Data Preparation

Download the sample dataset from the Datasets page and unpack it as:

data/
├── images/
│   ├── train/
│   └── val/
└── labels/
    ├── train/
    └── val/

Reproduction Guide · Run

# Train
python train.py --config configs/example.yaml

# Inference
python infer.py --weights runs/best.pt --source data/images/val

Reproduction Guide · FAQ

• Out of GPU memory: reduce batch size or enable mixed-precision training.
• Dataset path errors: make sure the data/ layout matches the structure above.