安装RF-DETR需要按照以下步骤进行:
- environmental preparation:确保安装Python 3.9+和PyTorch 1.13.0+版本。若使用GPU,需提前通过
nvidia-smi
命令验证驱动状态 - Installing PyTorch: Implementation
pip install torch>=1.13.0 torchvision>=0.14.0
Installation of basic dependencies - Download Code:通过git命令克隆仓库
git clone https://github.com/roboflow/rf-detr.git
and enter the catalog - Installation of dependencies: Run
pip install rfdetr
自动安装numpy、supervision等必要库
验证安装是否成功可执行以下Python代码:
from rfdetr import RFDETRBase
print("安装成功")
若无报错则表明环境配置正确。整个过程约需5-10分钟,具体时间取决于网络速度和硬件配置。
This answer comes from the articleRF-DETR: An Open Source Model for Real-Time Visual Object DetectionThe