MMDeploy: Deploy All the Algorithms of OpenMMLab

• mmdeploy

  4 2,731 4.7 Python

  OpenMMLab Model Deployment Framework

  

  BibTeX @misc{=mmdeploy, title={OpenMMLab's Model Deployment Toolbox.}, author={MMDeploy Contributors}, howpublished = {\url{https://github.com/open-mmlab/mmdeploy}}, year={2021} }

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• openvino

  21 6,996 10.0 C++

  OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

  

  OpenVINO

• ncnn

  12 20,234 9.4 C++

  ncnn is a high-performance neural network inference framework optimized for the mobile platform

  

  ncnn

• mmcv

  4 5,840 7.2 Python

  OpenMMLab Computer Vision Foundation

  

  MMCV: OpenMMLab foundational library for computer vision.

• mim

  1 346 5.6 Python

  MIM Installs OpenMMLab Packages

  

  MIM: MIM installs OpenMMLab packages.

• mmpretrain

  2 3,391 3.2 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

  MMClassification: OpenMMLab image classification toolbox and benchmark.

• mmdetection

  23 29,210 5.8 Python

  OpenMMLab Detection Toolbox and Benchmark

  

  MMDetection: OpenMMLab detection toolbox and benchmark.

• mmdetection3d

  3 5,214 5.0 Python

  OpenMMLab's next-generation platform for general 3D object detection.

  

  MMDetection3D: OpenMMLab's next-generation platform for general 3D object detection.

• mmyolo

  1 2,946 1.1 Python

  OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

  

  MMYOLO: OpenMMLab YOLO series toolbox and benchmark

• mmrotate

  4 1,843 2.6 Python

  OpenMMLab Rotated Object Detection Toolbox and Benchmark

  

  MMRotate: OpenMMLab rotated object detection toolbox and benchmark.

• mmsegmentation

  7 8,032 5.8 Python

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  

  MMSegmentation: OpenMMLab semantic segmentation toolbox and benchmark.

• mmocr

  6 4,302 2.3 Python

  OpenMMLab Text Detection, Recognition and Understanding Toolbox

  

  MMOCR: OpenMMLab text detection, recognition, and understanding toolbox.

• mmpose

  31 5,651 8.3 Python

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  

  MMPose: OpenMMLab pose estimation toolbox and benchmark.

• mmhuman3d

  5 1,217 4.1 Python

  OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

  

  MMHuman3D: OpenMMLab 3D human parametric model toolbox and benchmark.

• mmselfsup

  5 3,169 5.3 Python

  OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  

  MMSelfSup: OpenMMLab self-supervised learning toolbox and benchmark.

• mmrazor

  4 1,465 0.0 Python

  OpenMMLab Model Compression Toolbox and Benchmark.

  

  MMRazor: OpenMMLab model compression toolbox and benchmark.

• mmfewshot

  2 692 0.0 Python

  OpenMMLab FewShot Learning Toolbox and Benchmark

  

  MMFewShot: OpenMMLab fewshot learning toolbox and benchmark.

• mmaction2

  5 4,204 3.5 Python

  OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

  

  MMAction2: OpenMMLab's next-generation action understanding toolbox and benchmark.

• mmtracking

  7 3,511 1.5 Python

  OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

  

  MMTracking: OpenMMLab video perception toolbox and benchmark.

• mmflow

  5 957 0.0 Python

  OpenMMLab optical flow toolbox and benchmark

  

  MMFlow: OpenMMLab optical flow toolbox and benchmark.

• mmagic

  5 6,885 6.8 Jupyter Notebook

  OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

  

  MMEditing: OpenMMLab image and video editing toolbox.

• mmgeneration

  2 1,876 2.4 Python

  MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  

  MMGeneration: OpenMMLab image and video generative models toolbox.

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