MMDeploy: Deploy All the Algorithms of OpenMMLab

• mmdeploy

  2 2,290 9.0 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} }

• openvino

  11 5,052 9.5 C++

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

  

  OpenVINO

• InfluxDB

  www.influxdata.com

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• ncnn

  3 18,406 9.3 C++

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

  

  ncnn

• mmcv

  0 5,347 8.6 Python

  OpenMMLab Computer Vision Foundation

  

  MMCV: OpenMMLab foundational library for computer vision.

• mim

  0 305 5.8 Python

  MIM Installs OpenMMLab Packages

  

  MIM: MIM installs OpenMMLab packages.

• mmpretrain

  0 2,889 8.8 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

  MMClassification: OpenMMLab image classification toolbox and benchmark.

• mmdetection

  4 26,275 8.7 Python

  OpenMMLab Detection Toolbox and Benchmark

  

  MMDetection: OpenMMLab detection toolbox and benchmark.

• Onboard AI

  getonboard.dev

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• mmdetection3d

  1 4,350 8.6 Python

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

  

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

• mmyolo

  0 2,340 7.9 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

  0 1,579 0.0 Python

  OpenMMLab Rotated Object Detection Toolbox and Benchmark

  

  MMRotate: OpenMMLab rotated object detection toolbox and benchmark.

• mmsegmentation

  2 6,773 9.0 Python

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  

  MMSegmentation: OpenMMLab semantic segmentation toolbox and benchmark.

• mmocr

  1 3,843 0.0 Python

  OpenMMLab Text Detection, Recognition and Understanding Toolbox

  

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

• mmpose

  2 4,337 0.0 Python

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  

  MMPose: OpenMMLab pose estimation toolbox and benchmark.

• mmhuman3d

  0 1,028 6.4 Python

  OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

  

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

• mmselfsup

  0 2,965 0.0 Python

  OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  

  MMSelfSup: OpenMMLab self-supervised learning toolbox and benchmark.

• mmrazor

  0 1,247 0.0 Python

  OpenMMLab Model Compression Toolbox and Benchmark.

  

  MMRazor: OpenMMLab model compression toolbox and benchmark.

• mmfewshot

  0 618 0.0 Python

  OpenMMLab FewShot Learning Toolbox and Benchmark

  

  MMFewShot: OpenMMLab fewshot learning toolbox and benchmark.

• mmaction2

  1 3,586 0.0 Python

  OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

  

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

• mmtracking

  1 3,195 4.7 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

  0 826 0.0 Python

  OpenMMLab optical flow toolbox and benchmark

  

  MMFlow: OpenMMLab optical flow toolbox and benchmark.

• mmagic

  4 6,001 8.6 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

  0 1,685 0.0 Python

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

  

  MMGeneration: OpenMMLab image and video generative models toolbox.

• SaaSHub

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