centernet

There are 3 repositories under centernet topic.

• Shank2358 / GGHL

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

  anchor-freecenternetdeep-learningfcos-rnvidia-jetson-tx2nvidia-jetson-xavierobject-detectionoriented-object-detectionpytorchremote-sensing
  Language:Python 610

• lucasjinreal / DCNv2_latest

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

  centernetdcnv2pytorch
  Language:C++ 593

• JDAI-CV / centerX

  This repo is implemented based on detectron2 and centernet

  centernetdetectron2deep-learningobject-detectionfast-reidcaffeonnxtensorrtcenterx
  Language:Python 552

• 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 445

• ZeroE04 / R-CenterNet

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

  centernetcomplie-dcndcndetectorresnetrotated-object
  Language:Python 396

• zgcr / SimpleAICV_pytorch_training_examples

  SimpleAICV:pytorch training and testing examples.

  pytorchdarknetfcosresnetretinanetcenternetttfnetrepvggmaedinovitdeeplabv3plusdmlkdregnetxu2netaotgansolov2yolact
  Language:Python 396

• see-- / keras-centernet

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

  centernetkerasobject-detectiontensorflow
  Language:Python 336

• 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 287

• bleakie / CenterMulti

  基于CenterNet训练的目标检测&人脸对齐&姿态估计模型

  centerfacecenternetmobilenetv2tensorrt
  Language:Python 280

• Stick-To / Object-Detection-Tensorflow

  Object Detection API Tensorflow

  object-detectionssdretinanetrefinedetyolorcnncenternetpfpnettensorflowfcoslightheadrcnndetection-api-tensorflowimage-augmentor
  Language:Python 272

• 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++ 205

• xuannianz / keras-CenterNet

  CenterNet (Objects as Points) implementation in Keras and Tensorflow

  centernetkeras-centernet
  Language:Python 182

• CaoWGG / CenterNet-CondInst

  Instance Segmentation based on CenterNet and CondInst

  centernetinstance-segmentationdynamic-conditional-convolutionalanchor-free
  Language:Python 163

• 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 158

• JosephChenHub / CenterNet-TensorRT

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

  tensorrtcenternetcuda
  Language:C++ 148

• Stick-To / CenterNet-tensorflow

  CenterNet: Objects as Points in Tensorflow

  object-detectioncenternettensorflowcenternet-tensorflow
  Language:Python 133

• 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 80

• lbin / CenterNet-better-plus

  centernet

  centernetdetectron2pytorch
  Language:Python 73

• 610265158 / mobilenetv3_centernet

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

  centernetcoremlmnnmobilenetv3-centernetmscocotensorflow
  Language:Python 70

• maudzung / CenterNet3D-PyTorch

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

  centernet3dcenternetlidarobject-detection3d-object-detectionvoxelvoxelnetsparse-convolutionspconv
  Language:Python 70

• gau-nernst / centernet-lightning

  Implementation of CenterNet and FairMOT with PyTorch Lightning

  centernetobject-detectionobject-trackingpytorchpytorch-lightning
  Language:Python 66

• 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 62

• 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 58

• HiBugs / CenterNet

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

  centerfacecenternetface-detectionpytorchseaships-detection
  Language:Python 48

• prabhakar-sivanesan / Custom-keypoint-detection

  Custom keypoint detection using Tensorflow object detection API

  keypoint-detectioncustom-datasetdeep-learningtensorflowobject-detection-apicenternet
  Language:Python 42

• 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）

  centernetcenternet-tensorflow2keras-centernetobject-detectiontensorflow
  Language:Python 37

• SsisyphusTao / Pytorch-TensorRT-Plugins

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

  tensorrtyolov5dcnv2pytorchcenternet
  Language:Cuda 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 34

• Guanghan / mxnet-centernet

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

  centernetdetectorgluonmxnet
  Language:Python 31

• gicait / centroid-unet

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

  deep-learningsatellite-imageryagriculture-datacentroidsunetcenternetbuildingfootprint
  Language:Jupyter Notebook 27

• ZongweiZhou1 / CenterNetPerson

  CenterNet used for pedestrian detection

  centernetpedestrian-detectioncityperson
  Language:Python 27

• 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.

  centernetobject-detectionvisdrone
  Language:Python 24

• 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 24

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

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

  anchor-freeobject-detectionyoloyolov5yoloxcenternetfcoscornernetnanodetdetrtransformerattentionyolov7
  20