MMDeploy: Deploy All the Algorithms of OpenMMLab

This page summarizes the projects mentioned and recommended in the original post on /r/u_Allent_pjlab

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  • mmdeploy

    OpenMMLab Model Deployment Framework

    BibTeX @misc{=mmdeploy, title={OpenMMLab's Model Deployment Toolbox.}, author={MMDeploy Contributors}, howpublished = {\url{}}, year={2021} }

  • openvino

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


  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • ncnn

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


  • mmcv

    OpenMMLab Computer Vision Foundation

    MMCV: OpenMMLab foundational library for computer vision.

  • mim

    MIM Installs OpenMMLab Packages

    MIM: MIM installs OpenMMLab packages.

  • mmpretrain

    OpenMMLab Pre-training Toolbox and Benchmark

    MMClassification: OpenMMLab image classification toolbox and benchmark.

  • mmdetection

    OpenMMLab Detection Toolbox and Benchmark

    MMDetection: OpenMMLab detection toolbox and benchmark.

  • Onboard AI

    Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at

  • mmdetection3d

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

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

  • mmyolo

    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

    OpenMMLab Rotated Object Detection Toolbox and Benchmark

    MMRotate: OpenMMLab rotated object detection toolbox and benchmark.

  • mmsegmentation

    OpenMMLab Semantic Segmentation Toolbox and Benchmark.

    MMSegmentation: OpenMMLab semantic segmentation toolbox and benchmark.

  • mmocr

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

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

  • mmpose

    OpenMMLab Pose Estimation Toolbox and Benchmark.

    MMPose: OpenMMLab pose estimation toolbox and benchmark.

  • mmhuman3d

    OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

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

  • mmselfsup

    OpenMMLab Self-Supervised Learning Toolbox and Benchmark

    MMSelfSup: OpenMMLab self-supervised learning toolbox and benchmark.

  • mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

    MMRazor: OpenMMLab model compression toolbox and benchmark.

  • mmfewshot

    OpenMMLab FewShot Learning Toolbox and Benchmark

    MMFewShot: OpenMMLab fewshot learning toolbox and benchmark.

  • mmaction2

    OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

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

  • mmtracking

    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

    OpenMMLab optical flow toolbox and benchmark

    MMFlow: OpenMMLab optical flow toolbox and benchmark.

  • mmagic

    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

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

    MMGeneration: OpenMMLab image and video generative models toolbox.

  • SaaSHub

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

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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