OpenMMLab

OpenMMLab is an open-source computer vision and multimedia AI ecosystem that provides a comprehensive collection of frameworks and tools for developing advanced artificial intelligence applications. Designed for researchers, developers, and organizations, OpenMMLab supports a wide range of tasks including image classification, object detection, image segmentation, pose estimation, video understanding, and 3D vision.

Features of OpenMMLab:

• Provides modular and reusable frameworks for computer vision and multimedia AI applications.
• Supports tasks such as image classification, object detection, image segmentation, and human pose estimation.
• Includes ready-to-use models, datasets, training utilities, evaluation tools, and deployment components.
• Supports popular deep learning technologies and enables flexible experimentation with different AI models and components.

OpenMMLab usage:

$ sudo su
$ apt update
$ cd /opt/openmmlab
$ source .venv/bin/activate

$ Verify packages:
# pip list 2>/dev/null | grep -Ei "^(numpy|opencv|torch|torchvision|mmcv|mmengine|mmdet) "

Disclaimer: OpenMMLab is an open-source ecosystem developed and maintained by the OpenMMLab community. Users are responsible for configuring, deploying, and using its frameworks, models, and associated components in accordance with their organizational requirements and the applicable licenses and terms.