A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.
APACHE-2.0 License
Welcome to OpenMMLab Playground , an open-source initiative dedicated to gathering and showcasing amazing projects built with OpenMMLab. Our goal is to provide a central hub for the community to share their innovative solutions and explore the edge of AI technologies.
OpenMMLab builds the most influential open-source computer vision algorithm system in the deep learning era, which provides high-performance and out-of-the-box algorithms for detection, segmentation, classification, pose estimation, video understanding, and AIGC. We believe that equipped with OpenMMLab, everyone can build exciting AI-empowered applications and push the limits of what's possible. All you need is a touch of creativity and a willingness to take action.
Join the OpenMMLab Playground now and enjoy the power of AI!
Demo | Description | |
---|---|---|
MMDet-SAM | Explore a new way of instance segmentation by combining SAM (Segment Anything Model) with Closed-Set Object Detection, Open-Vocabulary Object Detection, Grounding Object Detection | |
MMRotate-SAM | Join SAM and weakly supervised horizontal box detection to achieve rotated box detection, and say goodbye to the tedious task of annotating rotated boxes from now on! | |
Open-Pose-Detection | Integrate open object detection and various pose estimation algorithms to achieve "Pose All Things" - the ability to estimate the pose of anything and everything! | |
Open-Tracking | Track and segment open categories in videos by marrying open object dtection and MOT. | |
MMOCR-SAM | A solution of Text Detection/Recognition + SAM that segments every text character, with striking text removal and text inpainting demos driven by diffusion models and Gradio! | |
MMEditing-SAM | Join SAM and image generation to create awesome images and edit any part of them. | |
Label-Studio-SAM | Combining Label-Studio and SAM to achieve semi-automated annotation. |
We provide a set of applications based on MMDet and SAM. The features include:
Please see README for more information.
We provide a set of applications based on MMRotate and SAM. The features include:
Please see README for more information.
We provide a set of applications based on MMPose and open detection. The features include:
Please see README for more information.
We provide an approach based on open object detection and utilizing motion information (Kalman filter) for multi-object tracking.
Please see README for more information.
The project is migrated from OCR-SAM, which combines MMOCR with Segment Anything. We provide a set of applications based on MMOCR and SAM. The features include:
Please see README for more information.
We provide a set of applications based on MMEditing and SAM. The features include:
Please see README for more information.
The solution provides an integration of SAM with Label Studio. The specific features include: