安装YOLOE需要以下步骤:
- Creating a Python Environment:推荐使用Conda创建Python 3.10的虚拟环境
- Cloning Codebase:从GitHub下载YOLOE项目源码
- Installation of dependencies:包括CLIP、MobileCLIP等视觉模型和相关API
- Download pre-trained model:通过Hugging Face获取官方提供的模型文件
- Verify Installation:运行测试命令检查环境配置
具体安装示例如下:
- Creating the environment:
conda create -n yoloe python=3.10 -y
- Install the dependencies:
pip install -r requirements.txt
- Download the model:
huggingface-cli download jameslahm/yoloe yoloe-v8l-seg.pt
注意需要提前安装好CUDA(如使用GPU)和PyTorch等基础框架。
This answer comes from the articleYOLOE: an open source tool for real-time video detection and segmentation of objectsThe