Metadata-Version: 2.4
Name: visaionlibrary
Version: 0.6.6
Summary: A comprehensive deep learning library for computer vision tasks, built on OpenMMLab ecosystem.
Author-email: Felix Fu <alanmathisonturing@163.com>
Maintainer-email: Felix Fu <alanmathisonturing@163.com>
License: AGPL-3.0
Keywords: machine-learning,deep-learning,computer-vision,OpenMMLab,ML,DL,AI,object-detection,image-segmentation,instance-segmentation
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: albumentations==1.3.0
Requires-Dist: build>=1.3.0
Requires-Dist: ftfy==6.3.1
Requires-Dist: mmdet==3.3.0
Requires-Dist: mmengine==0.10.7
Requires-Dist: mmpretrain==1.2.0
Requires-Dist: mmsegmentation==1.2.2
Requires-Dist: networkx==2.8.8
Requires-Dist: numpy==2.2.6
Requires-Dist: onnx==1.19.1
Requires-Dist: onnxruntime==1.23.2
Requires-Dist: onnxsim==0.4.36
Requires-Dist: opencv-python==4.11.0.86
Requires-Dist: opencv-python-headless==4.11.0.86
Requires-Dist: psutil==7.0.0
Requires-Dist: pycryptodome==3.21.0
Requires-Dist: regex==2024.11.6
Requires-Dist: scikit-image==0.24.0
Requires-Dist: timm==0.9.5
Requires-Dist: torch==2.7.1
Requires-Dist: torchvision==0.22.1
Requires-Dist: twine>=6.2.0
Requires-Dist: visaionclip==1.0.1
Requires-Dist: visaionlvis==0.5.4
Requires-Dist: visaionmmcv==2.1.1
Requires-Dist: visaionmmyolo==0.6.1
Requires-Dist: visaionmobileclip==0.1.1
Requires-Dist: visaionyoloe==8.3.100
Dynamic: license-file

# visaionlibrary

## Install
```
pip install \
-i https://pypi.tuna.tsinghua.edu.cn/simple \
-f https://download.openmmlab.com/mmcv/dist/cu117/torch1.13/index.html \
--extra-index-url https://download.pytorch.org/whl/cu117 \
visaionlibrary
```

## Usage
This project is based on the openmmlab series. Therefore, for how to use it, please refer to the openmmlab documentation

- [image classification](https://mmpretrain.readthedocs.io/en/latest/)
- [object detection](https://mmdetection.readthedocs.io/en/latest/),  [mmyolo](https://mmdetection.readthedocs.io/en/latest/)
- [semantic segmentation](https://mmdetection.readthedocs.io/en/latest/)
- [instance segmentation](https://mmdetection.readthedocs.io/en/latest/)

## Directory
- configs: configuration files in mmopenlab format
- templates: configuration files in visaion format
- tests: collection of test files
- tools: collection of tool files
