| # ===================================================== | |
| # ProxyCLIP TPAMI - Conda 环境配置 | |
| # ===================================================== | |
| # 使用方法: | |
| # conda env create -f environment.yml | |
| # conda activate proxyclip_tpami | |
| # | |
| # # 然后安装本地包 | |
| # cd .. && pip install -e clipself/ -e segment_anything/ -e imagecorruptions/ | |
| # ===================================================== | |
| name: proxyclip_tpami | |
| channels: | |
| - pytorch | |
| - nvidia | |
| - conda-forge | |
| - defaults | |
| dependencies: | |
| - python=3.10 | |
| # PyTorch (CUDA 11.8) | |
| # 如果需要其他 CUDA 版本，请修改这里 | |
| - pytorch=2.0.0 | |
| - torchvision=0.15.1 | |
| - pytorch-cuda=11.8 | |
| # 基础科学计算 | |
| - numpy>=1.24.0,<2.0.0 | |
| - scipy>=1.10.0 | |
| - pandas>=2.0.0 | |
| # 图像处理 | |
| - pillow>=9.4.0 | |
| - scikit-image>=0.18.0 | |
| # 工具 | |
| - pyyaml>=6.0 | |
| - tqdm>=4.65.0 | |
| - rich>=13.0.0 | |
| # pip 安装的包 | |
| - pip | |
| - pip: | |
| # MMSeg 生态系统 | |
| - mmcv==2.1.0 | |
| - mmengine==0.10.4 | |
| - mmsegmentation==1.2.2 | |
| # CLIP & 视觉模型 | |
| - ftfy>=6.1.0 | |
| - regex>=2024.0.0 | |
| - timm>=1.0.0 | |
| - einops>=0.8.0 | |
| - sentencepiece>=0.2.0 | |
| - protobuf>=3.20.0,<4.0.0 | |
| - huggingface-hub>=0.20.0 | |
| # 图像处理 | |
| - opencv-python>=4.8.0 | |
| # 数据处理 | |
| - openpyxl>=3.1.0 | |
| - addict>=2.4.0 | |
| - yapf>=0.40.0 | |
| # 其他 | |
| - termcolor>=2.0.0 | |
| - terminaltables>=3.1.0 | |
| - pycocotools>=2.0.7 | |