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{https://github.com/open-mmlab/mmdeploy}}, year={2021} }

  • openvino

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

    OpenVINO

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • ncnn

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

    ncnn

  • 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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • 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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