Grounded-Segment-Anything 本地测试,win11+Anaconda3+torch==1.10.0+torchvision==0.11.0环境

做这玩意比较郁闷,错误一大堆,搞了快一周,才勉强调通额,终于看到点效果

写出来,以便自己总结,也给大家一个参考,亲测有效,直接上干货,后面还有最新版的python =3.11.4 的配套安装,已经成功,看下一篇文章

一、安装环境:

Anaconda3-2020.07-Linux-x86_64  (Index of /anaconda/archive/ | 清华大学开源软件镜像站 | Tsinghua Open Source Mirror
python =3.8.3
torch==1.10.0
torchvision==0.11.0
torchaudio==0.10.0

二、安装Anaconda

Anaconda3-2023.07-2-Windows-x86_64

windows11 直接安装,没啥可说的,一直next,最后一步,两个都别选,选了也米关系,就是闹心啊

三、配置环境变量

C:\Users\Administrator\anaconda3;

C:\Users\Administrator\anaconda3\Scripts;

C:\Users\Administrator\anaconda3\Library\bin;

C:\Users\Administrator\anaconda3\Library\mingw-w64\bin

这个大家都懂的,多句嘴,系统变量里的path,

配置完成cmd重启一下就行了,电脑不需要重启

四、配置清华源

开始配置了阿里的,效果不明显,该超时还是超时,这个不错

删除之前的镜像源,恢复默认状态
conda config --remove-key channels

#添加镜像源
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/r
conda config --add channel

vlmgame) hxj@hxj:~/VLN-game/Grounded-Segment-Anything$ pip install -e GroundingDINO Obtaining file:///home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO Preparing metadata (setup.py) ... done Requirement already satisfied: torch in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.1.0) Requirement already satisfied: torchvision in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.16.0) Requirement already satisfied: transformers in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (4.55.4) Requirement already satisfied: addict in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.4.0) Requirement already satisfied: yapf in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.40.2) Requirement already satisfied: timm in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (1.0.19) Requirement already satisfied: numpy in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.1.3) Requirement already satisfied: opencv-python in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (4.12.0.88) Requirement already satisfied: supervision in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.26.1) Requirement already satisfied: pycocotools in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.0.10) Requirement already satisfied: scipy>=1.10.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (1.15.3) Requirement already satisfied: matplotlib>=3.6.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (3.10.0) Requirement already satisfied: pyyaml>=5.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (6.0.2) Requirement already satisfied: defusedxml>=0.7.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (0.7.1) Requirement already satisfied: pillow>=9.4 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (11.1.0) Requirement already satisfied: requests>=2.26.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (2.32.3) Requirement already satisfied: tqdm>=4.62.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (4.67.1) Requirement already satisfied: contourpy>=1.0.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.3.1) Requirement already satisfied: cycler>=0.10 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (0.11.0) Requirement already satisfied: fonttools>=4.22.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (4.55.3) Requirement already satisfied: kiwisolver>=1.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.4.8) Requirement already satisfied: packaging>=20.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (24.2) Requirement already satisfied: pyparsing>=2.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (3.2.0) Requirement already satisfied: python-dateutil>=2.7 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (2.9.0.post0) Requirement already satisfied: six>=1.5 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.17.0) Requirement already satisfied: charset-normalizer<4,>=2 in /home/hxj/.local/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2.1.1) Requirement already satisfied: idna<4,>=2.5 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (3.7) Requirement already satisfied: urllib3<3,>=1.21.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2025.4.26) Requirement already satisfied: huggingface_hub in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from timm->groundingdino==0.1.0) (0.34.4) Requirement already satisfied: safetensors in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from timm->groundingdino==0.1.0) (0.6.2) Requirement already satisfied: filelock in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (3.17.0) Requirement already satisfied: fsspec>=2023.5.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (2025.3.2) Requirement already satisfied: typing-extensions>=3.7.4.3 in /home/hxj/.local/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (4.14.1) Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (1.1.8) Requirement already satisfied: sympy in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (1.13.3) Requirement already satisfied: networkx in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (3.4.2) Requirement already satisfied: jinja2 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (3.1.6) Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (8.9.2.26) Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.3.1) Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (11.0.2.54) Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (10.3.2.106) Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (11.4.5.107) Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.0.106) Requirement already satisfied: nvidia-nccl-cu12==2.18.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (2.18.1) Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: triton==2.1.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (2.1.0) Requirement already satisfied: nvidia-nvjitlink-cu12 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch->groundingdino==0.1.0) (12.9.86) Requirement already satisfied: MarkupSafe>=2.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from jinja2->torch->groundingdino==0.1.0) (3.0.2) Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from sympy->torch->groundingdino==0.1.0) (1.3.0) Requirement already satisfied: regex!=2019.12.17 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from transformers->groundingdino==0.1.0) (2024.11.6) Requirement already satisfied: tokenizers<0.22,>=0.21 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from transformers->groundingdino==0.1.0) (0.21.4) Requirement already satisfied: importlib-metadata>=6.6.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (8.5.0) Requirement already satisfied: platformdirs>=3.5.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (4.3.7) Requirement already satisfied: tomli>=2.0.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (2.0.1) Requirement already satisfied: zipp>=3.20 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from importlib-metadata>=6.6.0->yapf->groundingdino==0.1.0) (3.21.0) Installing collected packages: groundingdino DEPRECATION: Legacy editable install of groundingdino==0.1.0 from file:///home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO (setup.py develop) is deprecated. pip 25.3 will enforce this behaviour change. A possible replacement is to add a pyproject.toml or enable --use-pep517, and use setuptools >= 64. If the resulting installation is not behaving as expected, try using --config-settings editable_mode=compat. Please consult the setuptools documentation for more information. Discussion can be found at https://github.com/pypa/pip/issues/11457 Running setup.py develop for groundingdino error: subprocess-exited-with-error × python setup.py develop did not run successfully. │ exit code: 1 ╰─> [67 lines of output] A module that was compiled using NumPy 1.x cannot be run in NumPy 2.1.3 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2.0. Some module may need to rebuild instead e.g. with &#39;pybind11>=2.12&#39;. If you are a user of the module, the easiest solution will be to downgrade to &#39;numpy<2&#39; or try to upgrade the affected module. We expect that some modules will need time to support NumPy 2. Traceback (most recent call last): File "<string>", line 2, in <module> File "<pip-setuptools-caller>", line 35, in <module> File "/home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO/setup.py", line 27, in <module> import torch File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/__init__.py", line 1382, in <module> from .functional import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/functional.py", line 7, in <module> import torch.nn.functional as F File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/__init__.py", line 1, in <module> from .modules import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/__init__.py", line 35, in <module> from .transformer import TransformerEncoder, TransformerDecoder, \ File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py", line 20, in <module> device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py:20: UserWarning: Failed to initialize NumPy: _ARRAY_API not found (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.) device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), Building wheel groundingdino-0.1.0 Compiling with CUDA running develop /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/command/develop.py:42: EasyInstallDeprecationWarning: easy_install command is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` and ``easy_install``. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://github.com/pypa/setuptools/issues/917 for details. ******************************************************************************** !! easy_install.initialize_options(self) /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` directly. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. ******************************************************************************** !! self.initialize_options() running egg_info writing groundingdino.egg-info/PKG-INFO writing dependency_links to groundingdino.egg-info/dependency_links.txt writing requirements to groundingdino.egg-info/requires.txt writing top-level names to groundingdino.egg-info/top_level.txt /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/utils/cpp_extension.py:502: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend. warnings.warn(msg.format(&#39;we could not find ninja.&#39;)) reading manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; adding license file &#39;LICENSE&#39; writing manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; running build_ext error: [Errno 2] No such file or directory: &#39;/home/hxj/anaconda3/envs/vlmgame/bin/nvcc&#39; [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error × python setup.py develop did not run successfully. │ exit code: 1 ╰─> [67 lines of output] A module that was compiled using NumPy 1.x cannot be run in NumPy 2.1.3 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2.0. Some module may need to rebuild instead e.g. with &#39;pybind11>=2.12&#39;. If you are a user of the module, the easiest solution will be to downgrade to &#39;numpy<2&#39; or try to upgrade the affected module. We expect that some modules will need time to support NumPy 2. Traceback (most recent call last): File "<string>", line 2, in <module> File "<pip-setuptools-caller>", line 35, in <module> File "/home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO/setup.py", line 27, in <module> import torch File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/__init__.py", line 1382, in <module> from .functional import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/functional.py", line 7, in <module> import torch.nn.functional as F File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/__init__.py", line 1, in <module> from .modules import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/__init__.py", line 35, in <module> from .transformer import TransformerEncoder, TransformerDecoder, \ File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py", line 20, in <module> device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py:20: UserWarning: Failed to initialize NumPy: _ARRAY_API not found (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.) device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), Building wheel groundingdino-0.1.0 Compiling with CUDA running develop /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/command/develop.py:42: EasyInstallDeprecationWarning: easy_install command is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` and ``easy_install``. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://github.com/pypa/setuptools/issues/917 for details. ******************************************************************************** !! easy_install.initialize_options(self) /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` directly. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. ******************************************************************************** !! self.initialize_options() running egg_info writing groundingdino.egg-info/PKG-INFO writing dependency_links to groundingdino.egg-info/dependency_links.txt writing requirements to groundingdino.egg-info/requires.txt writing top-level names to groundingdino.egg-info/top_level.txt /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/utils/cpp_extension.py:502: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend. warnings.warn(msg.format(&#39;we could not find ninja.&#39;)) reading manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; adding license file &#39;LICENSE&#39; writing manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; running build_ext error: [Errno 2] No such file or directory: &#39;/home/hxj/anaconda3/envs/vlmgame/bin/nvcc&#39; [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. (vlmgame) hxj@hxj:~/VLN-game/Grounded-Segment-Anything$
08-25
(vlmgame) hxj@hxj:~/VLN-game/Grounded-Segment-Anything$ python -m pip install -e GroundingDINO Obtaining file:///home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO Preparing metadata (setup.py) ... done Requirement already satisfied: torch in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.1.0) Requirement already satisfied: torchvision in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.16.0) Requirement already satisfied: transformers in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (4.55.4) Requirement already satisfied: addict in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.4.0) Requirement already satisfied: yapf in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.40.2) Requirement already satisfied: timm in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (1.0.19) Requirement already satisfied: numpy in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.1.3) Requirement already satisfied: opencv-python in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (4.12.0.88) Requirement already satisfied: supervision in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (0.26.1) Requirement already satisfied: pycocotools in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from groundingdino==0.1.0) (2.0.10) Requirement already satisfied: scipy>=1.10.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (1.15.3) Requirement already satisfied: matplotlib>=3.6.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (3.10.0) Requirement already satisfied: pyyaml>=5.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (6.0.2) Requirement already satisfied: defusedxml>=0.7.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (0.7.1) Requirement already satisfied: pillow>=9.4 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (11.1.0) Requirement already satisfied: requests>=2.26.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (2.32.3) Requirement already satisfied: tqdm>=4.62.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from supervision->groundingdino==0.1.0) (4.67.1) Requirement already satisfied: contourpy>=1.0.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.3.1) Requirement already satisfied: cycler>=0.10 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (0.11.0) Requirement already satisfied: fonttools>=4.22.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (4.55.3) Requirement already satisfied: kiwisolver>=1.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.4.8) Requirement already satisfied: packaging>=20.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (24.2) Requirement already satisfied: pyparsing>=2.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (3.2.0) Requirement already satisfied: python-dateutil>=2.7 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (2.9.0.post0) Requirement already satisfied: six>=1.5 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib>=3.6.0->supervision->groundingdino==0.1.0) (1.17.0) Requirement already satisfied: charset-normalizer<4,>=2 in /home/hxj/.local/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2.1.1) Requirement already satisfied: idna<4,>=2.5 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (3.7) Requirement already satisfied: urllib3<3,>=1.21.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from requests>=2.26.0->supervision->groundingdino==0.1.0) (2025.4.26) Requirement already satisfied: huggingface_hub in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from timm->groundingdino==0.1.0) (0.34.4) Requirement already satisfied: safetensors in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from timm->groundingdino==0.1.0) (0.6.2) Requirement already satisfied: filelock in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (3.17.0) Requirement already satisfied: fsspec>=2023.5.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (2025.3.2) Requirement already satisfied: typing-extensions>=3.7.4.3 in /home/hxj/.local/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (4.14.1) Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from huggingface_hub->timm->groundingdino==0.1.0) (1.1.8) Requirement already satisfied: sympy in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (1.13.3) Requirement already satisfied: networkx in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (3.4.2) Requirement already satisfied: jinja2 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (3.1.6) Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (8.9.2.26) Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.3.1) Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (11.0.2.54) Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (10.3.2.106) Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (11.4.5.107) Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.0.106) Requirement already satisfied: nvidia-nccl-cu12==2.18.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (2.18.1) Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (12.1.105) Requirement already satisfied: triton==2.1.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from torch->groundingdino==0.1.0) (2.1.0) Requirement already satisfied: nvidia-nvjitlink-cu12 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch->groundingdino==0.1.0) (12.9.86) Requirement already satisfied: MarkupSafe>=2.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from jinja2->torch->groundingdino==0.1.0) (3.0.2) Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from sympy->torch->groundingdino==0.1.0) (1.3.0) Requirement already satisfied: regex!=2019.12.17 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from transformers->groundingdino==0.1.0) (2024.11.6) Requirement already satisfied: tokenizers<0.22,>=0.21 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from transformers->groundingdino==0.1.0) (0.21.4) Requirement already satisfied: importlib-metadata>=6.6.0 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (8.5.0) Requirement already satisfied: platformdirs>=3.5.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (4.3.7) Requirement already satisfied: tomli>=2.0.1 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from yapf->groundingdino==0.1.0) (2.0.1) Requirement already satisfied: zipp>=3.20 in /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages (from importlib-metadata>=6.6.0->yapf->groundingdino==0.1.0) (3.21.0) Installing collected packages: groundingdino DEPRECATION: Legacy editable install of groundingdino==0.1.0 from file:///home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO (setup.py develop) is deprecated. pip 25.3 will enforce this behaviour change. A possible replacement is to add a pyproject.toml or enable --use-pep517, and use setuptools >= 64. If the resulting installation is not behaving as expected, try using --config-settings editable_mode=compat. Please consult the setuptools documentation for more information. Discussion can be found at https://github.com/pypa/pip/issues/11457 Running setup.py develop for groundingdino error: subprocess-exited-with-error × python setup.py develop did not run successfully. │ exit code: 1 ╰─> [67 lines of output] A module that was compiled using NumPy 1.x cannot be run in NumPy 2.1.3 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2.0. Some module may need to rebuild instead e.g. with &#39;pybind11>=2.12&#39;. If you are a user of the module, the easiest solution will be to downgrade to &#39;numpy<2&#39; or try to upgrade the affected module. We expect that some modules will need time to support NumPy 2. Traceback (most recent call last): File "<string>", line 2, in <module> File "<pip-setuptools-caller>", line 35, in <module> File "/home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO/setup.py", line 27, in <module> import torch File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/__init__.py", line 1382, in <module> from .functional import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/functional.py", line 7, in <module> import torch.nn.functional as F File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/__init__.py", line 1, in <module> from .modules import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/__init__.py", line 35, in <module> from .transformer import TransformerEncoder, TransformerDecoder, \ File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py", line 20, in <module> device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py:20: UserWarning: Failed to initialize NumPy: _ARRAY_API not found (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.) device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), Building wheel groundingdino-0.1.0 Compiling with CUDA running develop /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/command/develop.py:42: EasyInstallDeprecationWarning: easy_install command is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` and ``easy_install``. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://github.com/pypa/setuptools/issues/917 for details. ******************************************************************************** !! easy_install.initialize_options(self) /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` directly. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. ******************************************************************************** !! self.initialize_options() running egg_info writing groundingdino.egg-info/PKG-INFO writing dependency_links to groundingdino.egg-info/dependency_links.txt writing requirements to groundingdino.egg-info/requires.txt writing top-level names to groundingdino.egg-info/top_level.txt /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/utils/cpp_extension.py:502: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend. warnings.warn(msg.format(&#39;we could not find ninja.&#39;)) reading manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; adding license file &#39;LICENSE&#39; writing manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; running build_ext error: [Errno 2] No such file or directory: &#39;/home/hxj/anaconda3/envs/vlmgame/bin/nvcc&#39; [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error × python setup.py develop did not run successfully. │ exit code: 1 ╰─> [67 lines of output] A module that was compiled using NumPy 1.x cannot be run in NumPy 2.1.3 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2.0. Some module may need to rebuild instead e.g. with &#39;pybind11>=2.12&#39;. If you are a user of the module, the easiest solution will be to downgrade to &#39;numpy<2&#39; or try to upgrade the affected module. We expect that some modules will need time to support NumPy 2. Traceback (most recent call last): File "<string>", line 2, in <module> File "<pip-setuptools-caller>", line 35, in <module> File "/home/hxj/VLN-game/Grounded-Segment-Anything/GroundingDINO/setup.py", line 27, in <module> import torch File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/__init__.py", line 1382, in <module> from .functional import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/functional.py", line 7, in <module> import torch.nn.functional as F File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/__init__.py", line 1, in <module> from .modules import * # noqa: F403 File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/__init__.py", line 35, in <module> from .transformer import TransformerEncoder, TransformerDecoder, \ File "/home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py", line 20, in <module> device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/nn/modules/transformer.py:20: UserWarning: Failed to initialize NumPy: _ARRAY_API not found (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.) device: torch.device = torch.device(torch._C._get_default_device()), # torch.device(&#39;cpu&#39;), Building wheel groundingdino-0.1.0 Compiling with CUDA running develop /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/command/develop.py:42: EasyInstallDeprecationWarning: easy_install command is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` and ``easy_install``. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://github.com/pypa/setuptools/issues/917 for details. ******************************************************************************** !! easy_install.initialize_options(self) /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !! ******************************************************************************** Please avoid running ``setup.py`` directly. Instead, use pypa/build, pypa/installer or other standards-based tools. See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. ******************************************************************************** !! self.initialize_options() running egg_info writing groundingdino.egg-info/PKG-INFO writing dependency_links to groundingdino.egg-info/dependency_links.txt writing requirements to groundingdino.egg-info/requires.txt writing top-level names to groundingdino.egg-info/top_level.txt /home/hxj/anaconda3/envs/vlmgame/lib/python3.10/site-packages/torch/utils/cpp_extension.py:502: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend. warnings.warn(msg.format(&#39;we could not find ninja.&#39;)) reading manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; adding license file &#39;LICENSE&#39; writing manifest file &#39;groundingdino.egg-info/SOURCES.txt&#39; running build_ext error: [Errno 2] No such file or directory: &#39;/home/hxj/anaconda3/envs/vlmgame/bin/nvcc&#39; [end of output] note: This error originates from a subprocess, and is likely not a problem with pip.
08-25
### 关于 Grounded-Segment-Anything 环境安装中的常见问题及解决方案 #### 依赖库版本冲突 在尝试设置 Grounded-Segment-Anything 的运行环境时,可能会遭遇不同 Python 库之间的版本不兼容情况。这通常表现为导入特定模块时报错或程序无法正常启动。为了防止此类错误发生,在创建虚拟环境中应严格按照官方文档指定的依赖文件列表来安装所需的包[^1]。 ```bash pip install -r requirements.txt ``` 如果仍然存在冲突,则考虑使用 `conda` 创建隔离的工作区并管理各个组件的具体版次: ```bash conda create --name grounded_segment python=3.8 conda activate grounded_segment pip install -r requirements.txt ``` #### CUDA 和 PyTorch 配置不当 当本地 GPU 加速功能未能成功激活时,可能是由于所使用PyTorch 版本与 NVIDIA 显卡驱动器之间缺乏匹配支持所致。确保已下载适合当前硬件条件以及操作系统类型的正确组合,并按照指示完成相应配置过程[^2]。 对于 Windows 用户来说,有时还需要额外确认 Visual C++ Redistributable 是否已经更新到最新状态;而对于 Linux 发行版而言,则需留意内核参数调整以优化性能表现。 #### 数据集路径设定失误 部分初学者可能因为误设数据源位置而导致模型训练失败或者预测结果异常。务必仔细阅读项目说明文档中有关输入输出目录结构的要求,并据此修改脚本内的对应变量赋值语句[^3]。 例如,默认情况下图像存放地址为 `/path/to/images/` ,而标注文件位于 `/path/to/annotations/instance_*.json` 。若有更改需求,请同步更新所有涉及该两项资源引用的地方。 #### 缺少必要的系统工具 某些高级特性实现上会依赖外部命令行实用程序的存在与否,比如 FFmpeg 处理视频流、Graphviz 绘制计算图等。这些应用程序并非随同主要框架一同分发,因此需要单独前往官方网站获取适用于个人电脑平台的二进制包进行部署。 一旦上述准备工作均已完成之后再重新执行构建流程即可排除大部分由缺少辅助软件引起的障碍。
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