mmdetection

There are 9 repositories under mmdetection topic.

• obss / sahi

  Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

  object-detectioninstance-segmentationcomputer-visionsmall-object-detectionlarge-imagemmdetectionpytorchpythonyolov5cocodetectron2deep-learningmachine-learningremote-sensinghuggingfacefiftyonesatellitetilingmergeexplainable-ai
  Language:Python 3622

• open-mmlab / mmdeploy

  OpenMMLab Model Deployment Framework

  model-convertersdkdeploymenttensorrtncnnpplnnopenvinoonnxruntimeonnxmmdetectionmmsegmentationcomputer-visiondeep-learningpytorch
  Language:Python 2545

• open-mmlab / playground

  A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.

  mmdetectionmmposemmrotatesammmocropenmmlab
  Language:Python 1017

• openvinotoolkit / nncf

  Neural Network Compression Framework for enhanced OpenVINO™ inference

  quantizationpruningsparsityquantization-aware-trainingmixed-precision-trainingcompressionsemantic-segmentationobject-detectionclassificationnlpbertmmdetectiontransformershawqpytorchtensorflowonnxopenvinodeep-learning
  Language:Python 830

• hasanirtiza / Pedestron

  [Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

  pedestrian-detectionautonomous-drivingcitypersonscaltecheurocity-personsretinanetcascade-rcnnfaster-rcnnbenchmarkingdatasets-preparationcrowdhumanwider-personwiderfacemmdetectiondetectronpedestrian-detection-datasetsdetectorsdatasets-preprocessing
  Language:Python 680

• ming71 / mmdetection-annotated

  mmdetection源码注释

  object-detectionpytorchmmdetectioninstance-segmentation
  Language:Python 656

• HRNet / HRNet-Object-Detection

  Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h). This is an official implementation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

  mmdetectionobject-detectionfaster-rcnncascade-rcnnmscocohrnets
  Language:Python 640

• grimoire / mmdetection-to-tensorrt

  convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

  tensorrtmmdetectioninferenceobject-detectionfaster-rcnncascade-rcnnssdretinanetyolov3
  Language:Python 577

• amirassov / kaggle-imaterialist

  The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

  computer-visionmmdetectionkaggleobject-detectioninstance-segmentationdeep-learningpytorchkaggle-imaterialisthybrid-task-cascadeimaterialist
  Language:Python 485

• ZwwWayne / K-Net

  [NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

  panoptic-segmentationimage-segmentationpytorchmmsegmentationmmdetectionsemantic-segmentation
  Language:Python 457

• shinya7y / UniverseNet

  USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

  object-detectionpytorchmmdetectionwaymo-open-dataset
  Language:Python 419

• LiWentomng / BoxInstSeg

  A toolbox for box-supervised instance segmentation.

  box-supervisioninstance-segmentationmmdetectiontoolbox
  Language:Python 401

• hustvl / QueryInst

  [ICCV 2021] Instances as Queries

  computer-visioninstance-segmentationmmdetectionvideo-instance-segmentation
  Language:Python 400

• csuhan / ReDet

  Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)

  object-detectionaerial-imagerymmdetectionrotation-equivariancerotation-invariant-features
  Language:Python 381

• csuhan / s2anet

  Official code of the paper "Align Deep Features for Oriented Object Detection"

  object-detectionfeature-alignmentmmdetectionpytorchaerial-image-detection
  Language:Python 367

• RockeyCoss / Prompt-Segment-Anything

  This is an implementation of zero-shot instance segmentation using Segment Anything.

  instance-segmentationmmdetectionsegment-anything
  Language:Python 281

• Adamdad / ConsistentTeacher

  [CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

  mmdetectionobject-detectionsample-efficiencysemi-supervised-learningsemi-supervised-object-detectionssod
  Language:Python 274

• SamsungLabs / imvoxelnet

  [WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

  pytorchobject-detection3d-object-detectionmmdetectionimvoxelnetsun-rgbdnusceneskittiscannet
  Language:Python 262

• hyz-xmaster / swa_object_detection

  SWA Object Detection

  deep-neural-networksinstance-segmentationmmdetectionmscocoobject-detection
  Language:Python 245

• Epiphqny / SOLOv2

  SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

  instance-segmentationmmdetectionpytorch
  Language:Python 242

• SamsungLabs / fcaf3d

  [ECCV2022] FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

  pytorchobject-detection3d-object-detectionscannetsun-rgbds3dismmdetectionfcaf3d
  Language:Python 217

• SamsungLabs / iterdet

  [S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

  iterdetobject-detectionmmdetectionpytorchfaster-rcnnretinanetcrowdhumanwiderperson
  Language:Python 205

• milleniums / underwater-object-detection-mmdetection

  和鲸社区Kesci 水下目标检测算法赛（光学图像赛项）三等奖 单模方案

  underwater-imagesdetectionmmdetection
  Language:Python 185

• d-li14 / PSConv

  [ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

  convolutioneccv2020feature-pyramidsinstance-segmentationmmdetectionmulti-scaleobject-detectionpytorch
  Language:Python 175

• fcakyon / small-object-detection-benchmark

  icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

  benchmarkcocofcosmmdetectionobject-detectionpytorchsahismall-object-detectiontoodvfnetvisdronexviewicip2022
  Language:Python 143

• hdjang / Feature-Selective-Anchor-Free-Module-for-Single-Shot-Object-Detection

  A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection (CVPR'19)

  pytorchmmdetectionfsafretinanetcvpr2019
  Language:Python 143

• amirassov / kaggle-global-wheat-detection

  9th Place Solution of Kaggle Global Wheat Detection

  kaggledeep-learningcomputer-visionobject-detectionmmdetection
  Language:Python 142

• hukaixuan19970627 / OrientedRepPoints_DOTA

  Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet

  oriented-object-detectionrotated-objectswin-transformermosaicmixupmmdetectionrotation-equivariance
  Language:Python 123

• lucifer443 / SpineNet-Pytorch

  This project is a kind of implementation of SpineNet(CVPR 2020) using mmdetection.

  detectioncvpr2020pytorchnasmmdetectionspinenet
  Language:Python 96

• csuhan / VFA

  Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)

  few-shot-object-detectionmmdetectionobject-detectionmmfewshot
  Language:Python 76

• lzh420202 / FCOSR

  FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection

  pytorchmmdetectionaerial-image-detectionobject-detectionfcosr
  Language:Jupyter Notebook 71
• food-recognition-benchmark-starter-kit

  AIcrowd / food-recognition-benchmark-starter-kit

  This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!

  benchmarkdatasetmmdetectiondetectron2mask-rcnnfood-classification
  Language:Jupyter Notebook 66

• yan-roo / SpineNet-Pytorch

  SpineNet - mmdetection (Pytorch) Implementation

  mmdetectionspinenetpytorchspinenet-pytorchcvpr2020
  Language:Python 66

• JialeCao001 / D2Det-mmdet2.1

  D2Det using mmdetection v2.1, supporting Objects365 and LVIS

  objects365lvisobject-detectionmmdetection
  Language:Python 64

• ShengkaiWu / IoU-aware-single-stage-object-detector

  IoU-aware single-stage object detector for accurate localization

  detectorretinanetmmdetection
  Language:Python 63

• WangRongsheng / KDAT

  💥一个专为视觉方向目标检测全流程的标注工具集，全称：Kill Object Detection Annotation Tools。

  detectionobject-detectionyoloyolov5yolov3yolov4yoloxpaddledetectionmmdetectionvoclabelimg
  Language:Python 62