centernet

There are 3 repositories under centernet topic.

• lucasjinreal / DCNv2_latest

  DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

  centernetdcnv2pytorch
  Language:C++ 658

• Shank2358 / GGHL

  This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

  pytorchoriented-object-detectionobject-detectiondeep-learninganchor-freenvidia-jetson-xaviernvidia-jetson-tx2fcos-rremote-sensingcenternet
  Language:Python 612

• JDAI-CV / centerX

  This repo is implemented based on detectron2 and centernet

  caffecenternetcenterxdeep-learningdetectron2fast-reidobject-detectiononnxtensorrt
  Language:Python 558

• Banconxuan / RTM3D

  The official PyTorch Implementation of RTM3D and KM3D for Monocular 3D Object Detection

  3d-object-detectionkeypoint-detectiongeometric-constraintskitti-detectionanchor-freecenternetreal-time
  Language:Python 462

• ZeroE04 / R-CenterNet

  detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

  centernetcomplie-dcndcnresnetdetectorrotated-object
  Language:Python 400

• see-- / keras-centernet

  A Keras implementation of CenterNet with pre-trained model (unofficial)

  centernetkerasobject-detectiontensorflow
  Language:Python 337

• maudzung / RTM3D

  Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)

  rtm3dreal-timemonocular-imagescenternetpytorch-implementation3d-object-detectionautonomous-vehiclesself-driving-carautonomous-drivingpytorchkitti-dataset
  Language:Python 298

• bleakie / CenterMulti

  基于CenterNet训练的目标检测&人脸对齐&姿态估计模型

  centernetcenterfacemobilenetv2tensorrt
  Language:Python 284

• ttanzhiqiang / onnx_tensorrt_project

  Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

  onnx-tensorrtyolov4yolov5centernetbatch-inferenceclassifyyolorcenterfaceretinafaceunetdarknetlibtorchpytorchmxnetyolox
  Language:C++ 213

• xuannianz / keras-CenterNet

  CenterNet (Objects as Points) implementation in Keras and Tensorflow

  centernetkeras-centernet
  Language:Python 183

• CaoWGG / CenterNet-CondInst

  Instance Segmentation based on CenterNet and CondInst

  anchor-freecenternetdynamic-conditional-convolutionalinstance-segmentation
  Language:Python 166

• Ximilar-com / xcenternet

  Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.4+.

  object-detectiondetection-modeltensorflowpythonmachine-learningcomputer-visioncenternetdeep-learningkeras
  Language:Python 161

• JosephChenHub / CenterNet-TensorRT

  This is a C++ implementation of CenterNet using TensorRT and CUDA

  centernetcudatensorrt
  Language:C++ 148

• Adeel-Intizar / Xtreme-Vision

  A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

  artificial-intelligencemachine-learningcomputer-visiondeep-learningobject-detectionsegmentationimage-processinginstance-segmentationsemantic-segmentationartificial-neural-networksyolov4retinanetcenternetkeraskeras-tensorflowtensorflowresnettf-keraspythonxtreme-vision
  Language:Jupyter Notebook 79

• lbin / CenterNet-better-plus

  centernet

  centernetdetectron2pytorch
  Language:Python 73

• maudzung / CenterNet3D-PyTorch

  Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"

  3d-object-detectioncenternetcenternet3dlidarobject-detectionsparse-convolutionspconvvoxelvoxelnet
  Language:Python 72

• 610265158 / mobilenetv3_centernet

  A tensorflow implement mobilenetv3 centernet, which can be easily deployeed on android(MNN) and ios(CoreML).

  centernettensorflowmnncoremlmscocomobilenetv3-centernet
  Language:Python 70

• gau-nernst / centernet-lightning

  Implementation of CenterNet and FairMOT with PyTorch Lightning

  centernetobject-detectionobject-trackingpytorchpytorch-lightning
  Language:Python 70

• Kazuhito00 / MOT-Tracking-by-Detection-Pipeline

  Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

  motmulti-object-trackingtracking-by-detectionbytetrackmotpynorfairyoloxefficientdetssdcenternetmediapipenanodetperson-reidentificationface-reidentificationface-recognition
  Language:Python 68

• tteepe / CenterNet-pytorch-lightning

  Refactored implementation of CenterNet (Objects as Points - Zhou, Xingyi et. al.) shipping with PyTorch Lightning modules

  centernetobject-detectionpose-estimation
  Language:Python 60

• prabhakar-sivanesan / Custom-keypoint-detection

  Custom keypoint detection using Tensorflow object detection API

  keypoint-detectioncustom-datasetdeep-learningtensorflowobject-detection-apicenternet
  Language:Python 51

• HiBugs / CenterNet

  pytorch 使用centernet进行 人脸检测Face Detection (bbox + landmark)、 船只检测SeaShips Detection

  pytorchcenternetface-detectionseaships-detectioncenterface
  Language:Python 47

• see-- / kuzushiji-recognition

  5th place solution for the Kaggle Kuzushiji Recognition Challenge

  centernetkaggle-competitionocrpytorch
  Language:Python 42

• 1044197988 / Centernet-Tensorflow2.0

  Tensorflow2.0下运行目标检测网络Centernet（基于see--的keras-centernet）

  tensorflowobject-detectioncenternetcenternet-tensorflow2keras-centernet
  Language:Python 37

• clemente0731 / Real-time-Vehicle-and-Pedestrian-Counting-CenterNet

  实时车辆行人交通流计数Real-time Vehicle and Pedestrian Counting (CenterNet)

  centernetpedestrian-countingvehicle-countingreal-timedetectioncountingcounting-peopleperson-countingcar-countingtraffic-counting
  Language:Python 37

• SsisyphusTao / Pytorch-TensorRT-Plugins

  Useful plugins for Pytorch1.5+ and TensorRT7/8.

  tensorrtyolov5dcnv2pytorchcenternet
  Language:Cuda 37

• toelt-llc / FlightScope_Bench

  Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

  aerial-imageryaircraftairplanecenternetcnndeep-learningdetectiondetectron2detrfaster-rcnnlocalizationmmdetectionremote-sensingretinanetrtmdetsatellite-imageryssdtransformeryolov5yolov8
  Language:Jupyter Notebook 33

• gicait / centroid-unet

  Centroid-UNet is deep neural network model to detect centroids from satellite images.

  deep-learningsatellite-imageryagriculture-datacentroidsunetcenternetbuildingfootprint
  Language:Jupyter Notebook 31

• Guanghan / mxnet-centernet

  Gluon implementation of "Objects as Points", aka "CenterNet"

  centernetdetectorgluonmxnet
  Language:Python 31

• ZongweiZhou1 / CenterNetPerson

  CenterNet used for pedestrian detection

  centernetpedestrian-detectioncityperson
  Language:Python 27

• scheckmedia / centernet-uda

  This repository holds a small framework to evaluate unsupervised domain adaptation methods in combination with a CenterNet object detection network.

  centernetpytorchimage-processingcnnneural-networkunsupervised-domain-adaptationuda
  Language:Python 26

• coderonion / awesome-anchor-free-object-detection

  A collection of some awesome public Anchor-Free object detection series projects.

  anchor-freeobject-detectionyoloyolov5yoloxcenternetfcoscornernetnanodetdetrtransformerattentionyolov7
  25

• Zhen-Dong / CoDeNet

  [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Designed deformable convolution.

  fpgaspretrained-modelsquantizationdeformable-convnetscenternetpytorchefficient-inferencedetectorefficientobject-detection
  Language:Python 25

• GNAYUOHZ / centernet-visdrone

  Simple implement of CenterNet on VisDrone dataset.

  centernetvisdroneobject-detection
  Language:Python 24

• mv-lab / kuzushiji-recognition

  Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

  centernetcomputer-visiondeep-learningdeeplearningdetectionfastaijapanesekagglekuzushiji-recognitionocrpytorchtranslation
  Language:Jupyter Notebook 22

• pmj110119 / simple-centernet

  目标检测，关键点检测。A pure version of CenterNet, convenient for secondary development and easy to understand.

  centernetkeypoint-detectionobject-detectionpytorchpose-estimation
  Language:Python 19