PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3 #15277
giscus[bot]
bot
Replies: 37 comments 30 replies
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设备Macbook M4。为什么已经按照安装教程完成了wheel包安装。安装完成后，不管是在本地使用命令行体验或 Python 集成，都失败了。 paddleocr pp_structurev3 -i https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/pp_structure_v3_demo.png /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md |
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用的是国内镜像源吧，可能还没有同步。你安装的不是3.0版本。 |
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开发大大，我真的是一步一步按照官网做的：
Last login: Tue May 20 20:59:55 on ttys000
***@***.*** ~ % uname -m && cat /etc/*release
arm64
zsh: no matches found: /etc/*release
***@***.*** ~ % which python
/Users/viviantong/.pyenv/shims/python
***@***.*** ~ % python3 --version
Python 3.10.14
***@***.*** ~ % python3 -m pip --version
pip 23.0.1 from /Users/viviantong/.pyenv/versions/3.10.14/lib/python3.10/site-packages/pip (python 3.10)
***@***.*** ~ % python3 -c "import platform;print(platform.architecture()[0]);print(platform.machine())"
64bit
arm64
***@***.*** ~ % python3 -m pip install paddlepaddle==3.0.0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
Looking in indexes: https://www.paddlepaddle.org.cn/packages/stable/cpu/
Collecting paddlepaddle==3.0.0
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/paddlepaddle/paddlepaddle-3.0.0-cp310-cp310-macosx_11_0_arm64.whl (96.9 MB)
Collecting astor
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/astor/astor-0.8.1-py2.py3-none-any.whl (27 kB)
Collecting httpx
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/httpx/httpx-0.28.1-py3-none-any.whl (73 kB)
Collecting networkx
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/networkx/networkx-3.4.2-py3-none-any.whl (1.7 MB)
Collecting Pillow
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/pillow/pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl (3.1 MB)
Collecting opt-einsum==3.3.0
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/opt-einsum/opt_einsum-3.3.0-py3-none-any.whl (65 kB)
Collecting numpy>=1.21
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/numpy/numpy-2.2.4-cp310-cp310-macosx_11_0_arm64.whl (14.4 MB)
Collecting typing-extensions
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/typing-extensions/typing_extensions-4.13.2-py3-none-any.whl (45 kB)
Collecting protobuf>=3.20.2
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/protobuf/protobuf-6.30.1-cp39-abi3-macosx_10_9_universal2.whl (417 kB)
Collecting decorator
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/decorator/decorator-5.2.1-py3-none-any.whl (9.2 kB)
Collecting idna
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/idna/idna-3.10-py3-none-any.whl (70 kB)
Collecting anyio
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/anyio/anyio-4.9.0-py3-none-any.whl (100 kB)
Collecting certifi
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/certifi/certifi-2025.1.31-py3-none-any.whl (166 kB)
Collecting httpcore==1.*
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/httpcore/httpcore-1.0.8-py3-none-any.whl (78 kB)
Collecting h11<0.15,>=0.13
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/h11/h11-0.14.0-py3-none-any.whl (58 kB)
Collecting sniffio>=1.1
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/sniffio/sniffio-1.3.1-py3-none-any.whl (10 kB)
Collecting exceptiongroup>=1.0.2
Using cached https://paddle-whl.bj.bcebos.com/stable/cpu/exceptiongroup/exceptiongroup-1.2.2-py3-none-any.whl (16 kB)
Installing collected packages: typing-extensions, sniffio, protobuf, Pillow, numpy, networkx, idna, h11, exceptiongroup, decorator, certifi, astor, opt-einsum, httpcore, anyio, httpx, paddlepaddle
Successfully installed Pillow-11.1.0 anyio-4.9.0 astor-0.8.1 certifi-2025.1.31 decorator-5.2.1 exceptiongroup-1.2.2 h11-0.14.0 httpcore-1.0.8 httpx-0.28.1 idna-3.10 networkx-3.4.2 numpy-2.2.4 opt-einsum-3.3.0 paddlepaddle-3.0.0 protobuf-6.30.1 sniffio-1.3.1 typing-extensions-4.13.2
[notice] A new release of pip is available: 23.0.1 -> 25.1.1
[notice] To update, run: pip install --upgrade pip
***@***.*** ~ % pip install --upgrade pip
Requirement already satisfied: pip in ./.pyenv/versions/3.10.14/lib/python3.10/site-packages (23.0.1)
Collecting pip
Using cached pip-25.1.1-py3-none-any.whl (1.8 MB)
Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 23.0.1
Uninstalling pip-23.0.1:
Successfully uninstalled pip-23.0.1
Successfully installed pip-25.1.1
***@***.*** ~ % pip unstall paddlepaddle
ERROR: unknown command "unstall" - maybe you meant "uninstall"
***@***.*** ~ % pip uninstall paddlepaddle
Found existing installation: paddlepaddle 3.0.0
Uninstalling paddlepaddle-3.0.0:
Would remove:
/Users/viviantong/.pyenv/versions/3.10.14/bin/fleetrun
/Users/viviantong/.pyenv/versions/3.10.14/bin/paddle
/Users/viviantong/.pyenv/versions/3.10.14/lib/python3.10/site-packages/paddle/*
/Users/viviantong/.pyenv/versions/3.10.14/lib/python3.10/site-packages/paddlepaddle-3.0.0.dist-info/*
Proceed (Y/n)? Y
Successfully uninstalled paddlepaddle-3.0.0
***@***.*** ~ % cd /Users/viviantong/Desktop/PaddleX
source PaddleX_env/bin/activate
(PaddleX_env) ***@***.*** PaddleX % python3 -m pip install paddlepaddle==3.0.0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
Looking in indexes: https://www.paddlepaddle.org.cn/packages/stable/cpu/
Requirement already satisfied: paddlepaddle==3.0.0 in ./PaddleX_env/lib/python3.10/site-packages (3.0.0)
Requirement already satisfied: httpx in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (0.28.1)
Requirement already satisfied: numpy>=1.21 in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (1.24.4)
Requirement already satisfied: protobuf>=3.20.2 in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (6.30.1)
Requirement already satisfied: Pillow in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (11.1.0)
Requirement already satisfied: decorator in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (5.2.1)
Requirement already satisfied: astor in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (0.8.1)
Requirement already satisfied: opt-einsum==3.3.0 in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (3.3.0)
Requirement already satisfied: networkx in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (3.4.2)
Requirement already satisfied: typing-extensions in ./PaddleX_env/lib/python3.10/site-packages (from paddlepaddle==3.0.0) (4.13.2)
Requirement already satisfied: anyio in ./PaddleX_env/lib/python3.10/site-packages (from httpx->paddlepaddle==3.0.0) (4.9.0)
Requirement already satisfied: certifi in ./PaddleX_env/lib/python3.10/site-packages (from httpx->paddlepaddle==3.0.0) (2025.1.31)
Requirement already satisfied: httpcore==1.* in ./PaddleX_env/lib/python3.10/site-packages (from httpx->paddlepaddle==3.0.0) (1.0.8)
Requirement already satisfied: idna in ./PaddleX_env/lib/python3.10/site-packages (from httpx->paddlepaddle==3.0.0) (3.10)
Requirement already satisfied: h11<0.15,>=0.13 in ./PaddleX_env/lib/python3.10/site-packages (from httpcore==1.*->httpx->paddlepaddle==3.0.0) (0.14.0)
Requirement already satisfied: exceptiongroup>=1.0.2 in ./PaddleX_env/lib/python3.10/site-packages (from anyio->httpx->paddlepaddle==3.0.0) (1.2.2)
Requirement already satisfied: sniffio>=1.1 in ./PaddleX_env/lib/python3.10/site-packages (from anyio->httpx->paddlepaddle==3.0.0) (1.3.1)
(PaddleX_env) ***@***.*** PaddleX % python -m pip install paddleocr
Requirement already satisfied: paddleocr in ./PaddleX_env/lib/python3.10/site-packages (2.10.0)
Requirement already satisfied: shapely in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (2.1.1)
Requirement already satisfied: scikit-image in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (0.25.2)
Requirement already satisfied: pyclipper in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (1.3.0.post6)
Requirement already satisfied: lmdb in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (1.6.2)
Requirement already satisfied: tqdm in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (4.67.1)
Requirement already satisfied: numpy in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (1.24.4)
Requirement already satisfied: rapidfuzz in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (3.13.0)
Requirement already satisfied: opencv-python in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (4.11.0.86)
Requirement already satisfied: opencv-contrib-python in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (4.10.0.84)
Requirement already satisfied: cython in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (3.1.1)
Requirement already satisfied: Pillow in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (11.1.0)
Requirement already satisfied: pyyaml in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (6.0.2)
Requirement already satisfied: python-docx in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (1.1.2)
Requirement already satisfied: beautifulsoup4 in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (4.13.4)
Requirement already satisfied: fonttools>=4.24.0 in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (4.58.0)
Requirement already satisfied: fire>=0.3.0 in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (0.7.0)
Requirement already satisfied: requests in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (2.32.3)
Requirement already satisfied: albumentations in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (2.0.7)
Requirement already satisfied: albucore in ./PaddleX_env/lib/python3.10/site-packages (from paddleocr) (0.0.24)
Requirement already satisfied: termcolor in ./PaddleX_env/lib/python3.10/site-packages (from fire>=0.3.0->paddleocr) (3.1.0)
Requirement already satisfied: stringzilla>=3.10.4 in ./PaddleX_env/lib/python3.10/site-packages (from albucore->paddleocr) (3.12.5)
Requirement already satisfied: simsimd>=5.9.2 in ./PaddleX_env/lib/python3.10/site-packages (from albucore->paddleocr) (6.2.1)
Requirement already satisfied: opencv-python-headless>=4.9.0.80 in ./PaddleX_env/lib/python3.10/site-packages (from albucore->paddleocr) (4.11.0.86)
Requirement already satisfied: scipy>=1.10.0 in ./PaddleX_env/lib/python3.10/site-packages (from albumentations->paddleocr) (1.15.3)
Requirement already satisfied: pydantic>=2.9.2 in ./PaddleX_env/lib/python3.10/site-packages (from albumentations->paddleocr) (2.11.4)
Requirement already satisfied: annotated-types>=0.6.0 in ./PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->paddleocr) (0.7.0)
Requirement already satisfied: pydantic-core==2.33.2 in ./PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->paddleocr) (2.33.2)
Requirement already satisfied: typing-extensions>=4.12.2 in ./PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->paddleocr) (4.13.2)
Requirement already satisfied: typing-inspection>=0.4.0 in ./PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->paddleocr) (0.4.0)
Requirement already satisfied: soupsieve>1.2 in ./PaddleX_env/lib/python3.10/site-packages (from beautifulsoup4->paddleocr) (2.7)
Requirement already satisfied: lxml>=3.1.0 in ./PaddleX_env/lib/python3.10/site-packages (from python-docx->paddleocr) (5.4.0)
Requirement already satisfied: charset-normalizer<4,>=2 in ./PaddleX_env/lib/python3.10/site-packages (from requests->paddleocr) (3.4.2)
Requirement already satisfied: idna<4,>=2.5 in ./PaddleX_env/lib/python3.10/site-packages (from requests->paddleocr) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in ./PaddleX_env/lib/python3.10/site-packages (from requests->paddleocr) (2.4.0)
Requirement already satisfied: certifi>=2017.4.17 in ./PaddleX_env/lib/python3.10/site-packages (from requests->paddleocr) (2025.1.31)
Requirement already satisfied: networkx>=3.0 in ./PaddleX_env/lib/python3.10/site-packages (from scikit-image->paddleocr) (3.4.2)
Requirement already satisfied: imageio!=2.35.0,>=2.33 in ./PaddleX_env/lib/python3.10/site-packages (from scikit-image->paddleocr) (2.37.0)
Requirement already satisfied: tifffile>=2022.8.12 in ./PaddleX_env/lib/python3.10/site-packages (from scikit-image->paddleocr) (2025.5.10)
Requirement already satisfied: packaging>=21 in ./PaddleX_env/lib/python3.10/site-packages (from scikit-image->paddleocr) (25.0)
Requirement already satisfied: lazy-loader>=0.4 in ./PaddleX_env/lib/python3.10/site-packages (from scikit-image->paddleocr) (0.4)
(PaddleX_env) ***@***.*** PaddleX % git clone https://github.com/PaddlePaddle/PaddleOCR
Cloning into 'PaddleOCR'...
remote: Enumerating objects: 217566, done.
remote: Counting objects: 100% (6554/6554), done.
remote: Compressing objects: 100% (1232/1232), done.
remote: Total 217566 (delta 5615), reused 5964 (delta 5250), pack-reused 211012 (from 4)
Receiving objects: 100% (217566/217566), 1.15 GiB | 3.66 MiB/s, done.
Resolving deltas: 100% (171798/171798), done.
(PaddleX_env) ***@***.*** PaddleX % python -m pip install -r requirements.txt
ERROR: Could not open requirements file: [Errno 2] No such file or directory: 'requirements.txt'
(PaddleX_env) ***@***.*** PaddleX % cd /Users/viviantong/Desktop/PaddleX/PaddleOCR
(PaddleX_env) ***@***.*** PaddleOCR % python -m pip install -r requirements.txt
Requirement already satisfied: shapely in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 1)) (2.1.1)
Requirement already satisfied: scikit-image in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 2)) (0.25.2)
Requirement already satisfied: pyclipper in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 3)) (1.3.0.post6)
Requirement already satisfied: lmdb in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 4)) (1.6.2)
Requirement already satisfied: tqdm in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 5)) (4.67.1)
Requirement already satisfied: numpy in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 6)) (1.24.4)
Requirement already satisfied: rapidfuzz in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 7)) (3.13.0)
Requirement already satisfied: opencv-python in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 8)) (4.11.0.86)
Requirement already satisfied: opencv-contrib-python in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 9)) (4.10.0.84)
Requirement already satisfied: cython in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 10)) (3.1.1)
Requirement already satisfied: Pillow in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 11)) (11.1.0)
Requirement already satisfied: pyyaml in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 12)) (6.0.2)
Requirement already satisfied: requests in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 13)) (2.32.3)
Requirement already satisfied: albumentations in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 14)) (2.0.7)
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Requirement already satisfied: packaging in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from -r requirements.txt (line 17)) (25.0)
Requirement already satisfied: scipy>=1.11.4 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from scikit-image->-r requirements.txt (line 2)) (1.15.3)
Requirement already satisfied: networkx>=3.0 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from scikit-image->-r requirements.txt (line 2)) (3.4.2)
Requirement already satisfied: imageio!=2.35.0,>=2.33 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from scikit-image->-r requirements.txt (line 2)) (2.37.0)
Requirement already satisfied: tifffile>=2022.8.12 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from scikit-image->-r requirements.txt (line 2)) (2025.5.10)
Requirement already satisfied: lazy-loader>=0.4 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from scikit-image->-r requirements.txt (line 2)) (0.4)
Requirement already satisfied: charset-normalizer<4,>=2 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from requests->-r requirements.txt (line 13)) (3.4.2)
Requirement already satisfied: idna<4,>=2.5 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from requests->-r requirements.txt (line 13)) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from requests->-r requirements.txt (line 13)) (2.4.0)
Requirement already satisfied: certifi>=2017.4.17 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from requests->-r requirements.txt (line 13)) (2025.1.31)
Requirement already satisfied: pydantic>=2.9.2 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from albumentations->-r requirements.txt (line 14)) (2.11.4)
Requirement already satisfied: opencv-python-headless>=4.9.0.80 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from albumentations->-r requirements.txt (line 14)) (4.11.0.86)
Requirement already satisfied: stringzilla>=3.10.4 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from albucore->-r requirements.txt (line 16)) (3.12.5)
Requirement already satisfied: simsimd>=5.9.2 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from albucore->-r requirements.txt (line 16)) (6.2.1)
Requirement already satisfied: annotated-types>=0.6.0 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->-r requirements.txt (line 14)) (0.7.0)
Requirement already satisfied: pydantic-core==2.33.2 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->-r requirements.txt (line 14)) (2.33.2)
Requirement already satisfied: typing-extensions>=4.12.2 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->-r requirements.txt (line 14)) (4.13.2)
Requirement already satisfied: typing-inspection>=0.4.0 in /Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->-r requirements.txt (line 14)) (0.4.0)
(PaddleX_env) ***@***.*** PaddleOCR % python test.py
python: can't open file '/Users/viviantong/Desktop/PaddleX/PaddleOCR/test.py': [Errno 2] No such file or directory
(PaddleX_env) ***@***.*** PaddleOCR % cd /Users/viviantong/Desktop/PaddleX
(PaddleX_env) ***@***.*** PaddleX % python test.py
/Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Traceback (most recent call last):
File "/Users/viviantong/Desktop/PaddleX/test.py", line 2, in <module>
from paddleocr import PPStructureV3
ImportError: cannot import name 'PPStructureV3' from 'paddleocr' (/Users/viviantong/Desktop/PaddleX/PaddleX_env/lib/python3.10/site-packages/paddleocr/__init__.py)
(PaddleX_env) ***@***.*** PaddleX %
发自我的iPhone
…------------------ Original ------------------
From: Wang Xin ***@***.***>
Date: Tue,May 20,2025 9:01 PM
To: PaddlePaddle/PaddleOCR ***@***.***>
Cc: vivian007165 ***@***.***>, Comment ***@***.***>
Subject: Re: [PaddlePaddle/PaddleOCR]PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3 (Discussion #15277)
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试试pip install -e . |
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太太，不行❌
我的设备是MacBook M4，24g
我测试了一个图片：
图片大小 1535 × 2333像素
图片DPI 72像素/英寸
代码报错：
All the weights of PPChart2TableInference were initialized from the model checkpoint at /Users/viviantong/.paddlex/official_models/PP-Chart2Table.
If your task is similar to the task the model of the checkpoint was trained on, you can already use PPChart2TableInference for predictions without further training.
Loading configuration file /Users/viviantong/.paddlex/official_models/PP-Chart2Table/generation_config.json
正在处理文件: /Users/viviantong/Desktop/PaddleX/东江党史资料汇编 第10辑2.jpg
zsh: segmentation fault python test.py
然后又测试了一个PDF的书籍：
All the weights of PPChart2TableInference were initialized from the model checkpoint at /Users/viviantong/.paddlex/official_models/PP-Chart2Table.
If your task is similar to the task the model of the checkpoint was trained on, you can already use PPChart2TableInference for predictions without further training.
Loading configuration file /Users/viviantong/.paddlex/official_models/PP-Chart2Table/generation_config.json
正在处理文件: /Users/viviantong/Desktop/PaddleX/左右江革命根据地的妇女运动.pdf
Resized image size (6208x3972) exceeds max_side_limit of 4000. Resizing to fit within limit.
太太，你们模型内部大概有什么限制呀？
发自我的iPhone
…------------------ Original ------------------
From: Wang Xin ***@***.***>
Date: Tue,May 20,2025 9:52 PM
To: PaddlePaddle/PaddleOCR ***@***.***>
Cc: vivian007165 ***@***.***>, Comment ***@***.***>
Subject: Re: [PaddlePaddle/PaddleOCR]PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3 (Discussion #15277)
试试pip install -e .
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您好，看上去您是卡在图表解析模型上了，可以通过设置 --use_chart_recognition False 关掉图表解析模型试试呢？ |
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非常感谢，现在已经正常使用了
…------------------ 原始邮件 ------------------
发件人: ***@***.***>;
发送时间: 2025年5月21日(星期三) 晚上10:14
收件人: ***@***.***>;
抄送: ***@***.***>; ***@***.***>;
主题: Re: [PaddlePaddle/PaddleOCR] PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3 (Discussion #15277)
您好，看上去您是卡在图表解析模型上了，可以通过设置 --use_chart_recognition False 关掉图表解析模型试试呢？
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使用指定文字检测模型时报错，已切换不同的模型尝试，而指定文字识别模型时运行正常。 代码为： pipeline = PPStructureV3(use_doc_orientation_classify=False, |
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此问题已解决 |
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处理pdf文件时报出段错误：C++ Traceback (most recent call last):0 paddle::AnalysisPredictor::ZeroCopyRun(bool) Error Message Summary:FatalError: Segmentation fault (core dumped) 代码为： pipeline = PPStructureV3(use_doc_orientation_classify=False, |
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您好，这个问题目前正在修复，预计下一版wheel包可以解决。gpu应该是没问题的 |
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from paddleocr import PPStructureV3
pipeline = PPStructureV3()
output = pipeline.predict("./1.png")Creating model: ('PP-LCNet_x1_0_doc_ori', None)
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您好，方便提供一下测试图片吗？ |
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好的, 谢谢!
liuhongen1234567 ***@***.***> 于2025年6月3日周二 18:00写道：
… 您好，这个问题目前正在修复，预计下一版wheel包可以解决。gpu应该是没问题的
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2.2 Python脚本方式集成的 demo 有些微不足道的笔误。 from pathlib import Path
from paddleocr import PPStructureV3
input_file = "./your_pdf_file.pdf"
output_path = Path("./output")
pipeline = PPStructureV3()
output = pipeline.predict("./pp_structure_v3_demo.png")应该 |
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执行以下命令时报错 C++ Traceback (most recent call last):0 paddle::AnalysisPredictor::ZeroCopyRun(bool) Error Message Summary:FatalError: |
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使用联想笔记本，from paddleocr import PPStructureV3 |
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使用cpu笔记本，运行示例代码：from paddleocr import PPStructureV3 All the weights of PPChart2TableInference were initialized from the model checkpoint at C:\Users\Lenovo.paddlex\official_models\PP-Chart2Table. 进程已结束，退出代码为 -1073741819 (0xC0000005)。请大佬帮忙解答下 |
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您好，可以试下paddleocr3.0.3，这个版本是默认关掉图表解析模型的，目前看是图表解析模型比较大，在加载时把内存搞崩溃了。 |
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不能通过设置禁用图表解析模型来运行现有的版本吗 |
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您好，之前的版本禁用图表解析只能禁用预测，而禁用不了模型的加载，您这个报错明显是卡在加载上了，所以使用旧的版本仍然会报错。 |
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您好，我现在安装了最新版的paddleocr3.1，没有报内存问题， 但运行示例代码from paddleocr import PPStructureV3 pipeline = PPStructureV3() ocr = PPStructureV3(use_doc_orientation_classify=True) # 通过 use_doc_orientation_classify 指定是否使用文档方向分类模型ocr = PPStructureV3(use_doc_unwarping=True) # 通过 use_doc_unwarping 指定是否使用文本图像矫正模块ocr = PPStructureV3(use_textline_orientation=True) # 通过 use_textline_orientation 指定是否使用文本行方向分类模型#ocr = PPStructureV3(device="cpu") # 通过 device 指定模型推理时使用 GPU |
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设备昇腾300I Duo，按照按照教程来可以运行 PP-OCRv5 推理，但是在运行 PP-StructureV3 推理时报错日志如下 I0630 18:47:28.734256 19937 init.cc:238] ENV [CUSTOM_DEVICE_ROOT]=/usr/local/lib/python3.10/dist-packages/paddle_custom_device All the weights of PPChart2TableInference were initialized from the model checkpoint at /root/.paddlex/official_models/PP-Chart2Table. C++ Traceback (most recent call last):0 paddle::AnalysisPredictor::ZeroCopyRun(bool) Error Message Summary:FatalError: Segmentation fault (core dumped) |
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请问一下，识别表格时为什么会出现错位的情况？比如1234列， 第3列的内容识别到了第2列。 |
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您好，请问该产线能只识别并输出表格和表格中的文字内容吗？ |
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您好，只识别表格的话可以试下 通用表格识别v2产线 ，使用文档如下： https://paddlepaddle.github.io/PaddleOCR/main/version3.x/pipeline_usage/table_recognition_v2.html |
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好的，感谢您的回复和解答 |
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你好，我想问一下如果开启并使用了图表解析模块，最后的输出会新增哪些内容呢 |
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您好，如果版面检测为图表等话，会默认将图表转化为markdown形式的表格。 |
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您好，mineru 用的是paddleocr的文本检测和识别，理论上两者不会有很大的差异。我们内部在水印文档上结果也还不错，请问您的文档是水印遮挡比较严重是吗？
鸿飞万里
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发件人: ***@***.***>;
发送时间: 2025年7月28日(星期一) 下午5:27
收件人: ***@***.***>;
抄送: ***@***.***>; ***@***.***>;
主题: Re: [PaddlePaddle/PaddleOCR] PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3 (Discussion #15277)
您好，去水印的话基于opencv的函数就可以实现，网上有很多教程可以参考，比如： https://zhuanlan.zhihu.com/p/401075119
你好，未来是否会有优化对水印文档的提取? 目前，提取带水印的文档，会出现缺字的现象；mineru 和 marker 对水印就比较鲁棒，基本没有出现缺字的现象。
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使用PP-StructureV3时会产生下面报错 |
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详细报错为 |
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我遇到了相同的问题 |
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paddleocr pp_structurev3 -i https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/pp_structure_v3_demo.png All the weights of PPChart2TableInference were initialized from the model checkpoint at /Users/wangxiangyi/.paddlex/official_models/PP-Chart2Table. 使用macmini，m4芯片，下载的paddlepaddle和paddleocr都按文档下载了最新版本，但还是出现这个问题，换用python版本问题依然存在 |
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是使用模型太大的原因吗 |
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已解决，还是默认模型太重跑不动的原因 |
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9 |
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在使用上层模块如PPStructureV3如何调整子模块如TableCellsDetection的threshold属性 from paddleocr import PPStructureV3 pipeline = PPStructureV3(paddlex_config="PP-StructureV3.yaml") 单元格检测pipeline = TableCellsDetection(model_name="RT-DETR-L_wireless_table_cell_det")output = pipeline.predict("C:/Users/Think/Desktop/testocr.png", threshold=0.5)整体结构检测output = pipeline.predict_iter("C:/Users/Think/Desktop/testocr.png", use_e2e_wireless_table_rec_model=False) pipeline = PPStructureV3()pipeline.export_paddlex_config_to_yaml("PP-StructureV3.yaml") |
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‘’‘ pipeline = PPStructureV3(paddlex_config="PP-StructureV3.yaml") 单元格检测pipeline = TableCellsDetection(model_name="RT-DETR-L_wireless_table_cell_det")output = pipeline.predict("C:/Users/Think/Desktop/testocr.png", threshold=0.5)整体结构检测output = pipeline.predict_iter("C:/Users/Think/Desktop/testocr.png", use_e2e_wireless_table_rec_model=False) pipeline = PPStructureV3()pipeline.export_paddlex_config_to_yaml("PP-StructureV3.yaml")‘’‘ |
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output = pipeline.predict(input=input_file, File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddleocr/_pipelines/pp_structurev3.py:211, in PPStructureV3.predict(self, input, use_doc_orientation_classify, use_doc_unwarping, use_textline_orientation, use_seal_recognition, use_table_recognition, use_formula_recognition, use_chart_recognition, use_region_detection, layout_threshold, layout_nms, layout_unclip_ratio, layout_merge_bboxes_mode, text_det_limit_side_len, text_det_limit_type, text_det_thresh, text_det_box_thresh, text_det_unclip_ratio, text_rec_score_thresh, seal_det_limit_side_len, seal_det_limit_type, seal_det_thresh, seal_det_box_thresh, seal_det_unclip_ratio, seal_rec_score_thresh, use_wired_table_cells_trans_to_html, use_wireless_table_cells_trans_to_html, use_table_orientation_classify, use_ocr_results_with_table_cells, use_e2e_wired_table_rec_model, use_e2e_wireless_table_rec_model, **kwargs) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/_parallel.py:129, in AutoParallelSimpleInferencePipeline.predict(self, input, *args, **kwargs) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/layout_parsing/pipeline_v2.py:1137, in _LayoutParsingPipelineV2.predict(self, input, use_doc_orientation_classify, use_doc_unwarping, use_textline_orientation, use_seal_recognition, use_table_recognition, use_formula_recognition, use_chart_recognition, use_region_detection, layout_threshold, layout_nms, layout_unclip_ratio, layout_merge_bboxes_mode, text_det_limit_side_len, text_det_limit_type, text_det_thresh, text_det_box_thresh, text_det_unclip_ratio, text_rec_score_thresh, seal_det_limit_side_len, seal_det_limit_type, seal_det_thresh, seal_det_box_thresh, seal_det_unclip_ratio, seal_rec_score_thresh, use_wired_table_cells_trans_to_html, use_wireless_table_cells_trans_to_html, use_table_orientation_classify, use_ocr_results_with_table_cells, use_e2e_wired_table_rec_model, use_e2e_wireless_table_rec_model, **kwargs) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/_parallel.py:129, in AutoParallelSimpleInferencePipeline.predict(self, input, *args, **kwargs) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/table_recognition/pipeline_v2.py:1343, in _TableRecognitionPipelineV2.predict(self, input, use_doc_orientation_classify, use_doc_unwarping, use_layout_detection, use_ocr_model, overall_ocr_res, layout_det_res, text_det_limit_side_len, text_det_limit_type, text_det_thresh, text_det_box_thresh, text_det_unclip_ratio, text_rec_score_thresh, use_e2e_wired_table_rec_model, use_e2e_wireless_table_rec_model, use_wired_table_cells_trans_to_html, use_wireless_table_cells_trans_to_html, use_table_orientation_classify, use_ocr_results_with_table_cells, **kwargs) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/table_recognition/pipeline_v2.py:1048, in _TableRecognitionPipelineV2.predict_single_table_recognition_res(self, image_array, overall_ocr_res, table_box, use_e2e_wired_table_rec_model, use_e2e_wireless_table_rec_model, use_wired_table_cells_trans_to_html, use_wireless_table_cells_trans_to_html, use_ocr_results_with_table_cells, flag_find_nei_text) File ~/autodl-tmp/conda/envs/tf/lib/python3.12/site-packages/paddlex/inference/pipelines/table_recognition/pipeline_v2.py:688, in _TableRecognitionPipelineV2.split_ocr_bboxes_by_table_cells(self, cells_det_results, overall_ocr_res, ori_img, k) AttributeError: 'NoneType' object has no attribute 'text_rec_model' |
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这是什么问题呀?我在本地下载好了.paddlex后再上传至linux服务器，存放路径是/data/usernamexxx/.paddlex： |
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您好，可以试下 os.environ['PADDLE_PDX_MODEL_DOWNLOAD_SOURCE'] = 'LOCAL' 试试。这行代码要写在from paddleocr import XXX前面 |
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您好，还是不行，出现了一样的报错： |
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上传的模型应该没有保存在paddleocr默认的缓存路径，导致本地也加载不上。可以将您那边下载的权重移动到一个加"official_models"的文件夹中，然后 使用下面代码 os.environ["PADDLE_PDX_CACHE_HOME"] = r"XXX"将XXX设置为official_models的上一级目录。 |
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没事了，我解决了，是我们公司代理的问题，感谢解答！！ |
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设备Macbook M1，Python 3.9.6 按照教程安装了paddlepaddle 3.2.0 CPU版本 及 paddleocr[all] 经测试 PP-OCRv5可正常使用，但调用pipline = PPStructureV3() 时会直接报错 |
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我的是用cpu在跑，主要是表格中单元格识别不太好，内容错位，请问我这边是需要重新微调表格相关的哪个模型？而且在CPU上运行有点慢，一个PDF差不多得10分钟，请问要怎么设置？ |
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UnboundLocalError: cannot access local variable 'transpose_weight_keys' where it is not associated with a value 有大佬可以解决一下么 |
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这是来自QQ邮箱的假期自动回复邮件。
您好，我最近正在休假中，无法亲自回复您的邮件。我将在假期结束后，尽快给您回复。
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基础服务化部署后，请求处理成功时，响应体中确实有 layoutParsingResults ，并且其中有 prunedResult 、 outputImages 、 inputImage 字段，但是 没有 markdown 字段，请问有人知道是为什么吗？谢谢！ |
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PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
https://paddlepaddle.github.io/PaddleOCR/latest/version3.x/pipeline_usage/PP-StructureV3.html
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