Explore Projects

Discover 18 open source projects

Active filters (1):
Search: openmmlabร—
Clear all

Showing 1-18 of 18 projects

open-mmlab/mmdetection

Object detection toolbox for PyTorch with support for multiple tasks and state-of-the-art models.

32.4K
Archived
Python
Computer Vision
PyTorch
#object-detection#instance-segmentation#computer-vision

open-mmlab/mmsegmentation

An open-source semantic segmentation toolbox and benchmark for computer vision tasks.

9.6K
Archived
Python
Computer Vision
PyTorch
#semantic-segmentation#computer-vision#deep-learning

open-mmlab/mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark for developers working on computer vision and AI-powered applications.

7.4K
Experimental
Python
Computer Vision
Testing
PyTorch
#pose-estimation#computer-vision#benchmarking

open-mmlab/mmagic

An open-source, multi-purpose AI creation toolbox for text-to-image, image/video processing, and more.

7.4K
Archived
Jupyter Notebook
Computer Vision
Generative AI
PyTorch
#text-to-image#image-generation#image-processing

open-mmlab/mmcv

An open-source computer vision library that provides high-performance and modular components for building advanced AI/ML models.

6.4K
Active
Python
Computer Vision
API Frameworks
Python
#computer-vision#machine-learning#python-library

open-mmlab/mmaction2

OpenMMLab's toolbox and benchmark for advanced video understanding and action recognition.

4.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-classification#action-recognition#benchmark

open-mmlab/mmocr

An open-source toolbox for text detection, recognition, and understanding tasks powered by PyTorch.

4.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#ocr#text-detection#text-recognition

open-mmlab/mmtracking

An open-source video perception toolbox for object detection, tracking, and instance segmentation tasks.

3.9K
Archived
Python
Computer Vision
API Frameworks
Python
#multi-object-tracking#single-object-tracking#video-instance-segmentation

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

open-mmlab/mmyolo

An open-source toolbox for implementing state-of-the-art object detection models like YOLOv5, YOLOv6, YOLOv7, and RTMDet.

3.4K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#yolo#rtmdet

open-mmlab/mmdeploy

OpenMMLab's model deployment framework for optimizing and deploying computer vision models across various backends.

3.1K
Archived
Python
Computer Vision
Model Serving
PyTorch
#computer-vision#deep-learning#deployment

open-mmlab/mmskeleton

A Python library for human pose estimation, skeleton-based action recognition, and action synthesis.

3.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#pose-estimation#action-recognition

open-mmlab/mmrazor

An open-source toolbox and benchmark for model compression and acceleration in PyTorch.

1.7K
Archived
Python
ML Ops
API Frameworks
PyTorch
#model-compression#model-acceleration#benchmark

open-mmlab/mmengine

Open-source foundational library for training deep learning models with PyTorch.

1.5K
Stable
Python
Computer Vision
API Frameworks
PyTorch
#deep-learning#computer-vision#machine-learning

open-mmlab/mmhuman3d

An OpenMMLab toolkit for 3D human parametric model development and benchmarking.

1.4K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#3d-modeling#machine-learning

open-mmlab/OpenMMLabCourse

An open-source collection of computer vision tutorials and resources for developers.

1.3K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
#computer-vision#tutorials#education

open-mmlab/playground

A central hub for extending OpenMMLab's powerful computer vision capabilities with SAM and other AI features.

1.2K
Archived
Python
Computer Vision
CLI Tools
Python
#computer-vision#openmmlab#sam

open-mmlab/mmflow

Open-source optical flow toolbox and benchmark for computer vision tasks powered by PyTorch.

1.0K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#computer-vision#optical-flow#pytorch

Stay in the loop

Get weekly updates on trending AI coding tools and projects.