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169 search results found
Paddledetection
⭐
11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Segmentation_models.pytorch
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8,226
Segmentation models with pretrained backbones. PyTorch.
Yolact
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4,793
A simple, fully convolutional model for real-time instance segmentation.
Segmentation_models
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4,514
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Deformable Convnets
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3,574
Deformable Convolutional Networks
Fcos
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3,207
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Maskscoring_rcnn
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1,702
Codes for paper "Mask Scoring R-CNN".
Efficientdet Pytorch
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1,482
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Yolact_edge
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1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
Shufflenet Series
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1,056
Rotationdetection
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973
This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.
Gcnet
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926
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Avod
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862
Code for 3D object detection for autonomous driving
Dbnet.pytorch
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772
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
Tracking_wo_bnw
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763
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
Pytorchinsight
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678
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Centermask2
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673
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
Fpn.pytorch
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672
Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection
Freeanchor
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623
FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)
Reppoints
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574
Represent Visual Objects by Point Sets
Detectorch
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567
Detectorch - detectron for PyTorch
Atss
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557
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020
Centermask
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449
CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020
Face Pose Net
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435
Estimate 3D face pose (6DoF) or 11 parameters of 3x4 projection matrix by a Convolutional Neural Network
Tsd
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406
1st place models in Google OpenImage Detection Challenge 2019
R2cnn_fpn_tensorflow
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393
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
Detectron Cascade Rcnn
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392
Cascade R-CNN in Detectron
Seg_every_thing
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390
Code release for Hu et al., Learning to Segment Every Thing. in CVPR, 2018.
Fpn_tensorflow
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384
A Tensorflow implementation of FPN detection framework.
Vedaseg
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383
A semantic segmentation toolbox based on PyTorch
Borderdet
⭐
375
BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)
Gfocalv2
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363
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
Crowddet
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336
Sepc
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325
Scale-equalizing Pyramid Convolution for object detection(CVPR2020)
Retinamask
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323
RetinaMask
Ciou
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313
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)
Vovnet Detectron2
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300
VoVNet backbone networks for detectron2, in CVPR 2020
Fpn Pytorch
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267
Rdsnet
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265
implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"
Gfocal
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263
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
Grid R Cnn
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249
S2anet
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222
Official code of the paper "Align Deep Features for Oriented Object Detection"
Detnas
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220
Reppointsv2
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207
Eql.detectron2
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196
The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/abs/2003.05176
Detectron2_backbone
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193
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
Fcos_plus
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187
Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).
Mabn
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181
Parsing R Cnn
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173
Parsing R-CNN for Instance-Level Human Analysis
Crowddetection
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173
Paa
⭐
166
A PyTorch implementation of the paper `Probabilistic Anchor Assignment with IoU Prediction for Object Detection` ECCV 2020 (https://arxiv.org/abs/2007.08103)
Coco Minitrain
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162
a subset of coco dataset for faster experimentation
Pytorch Faster Rcnn
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161
pytorch based implementation faster rcnn
Fpn
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156
Feature Pyramid Network
Dynamicrcnn
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146
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020
Cascade Rpn
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136
Code for NeurIPS 2019 paper: "Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution"
Severstal Steel Defect Detection
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132
Kaggle Segmentation Challenge
Tensorflow Advanced Segmentation Models
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125
A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.
R Dfpn_fpn_tensorflow
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120
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
Tensorflow_retinanet
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119
RetinaNet with Focal Loss implemented by Tensorflow
Dr_loss
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111
PyTorch Implementation for DR Loss
R2cnn_head_fpn_tensorflow
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108
Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network
Machine Deep Learning
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108
👋 ML/DL学习笔记(基础+论文)
Feature_intertwiner
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105
Codebase of the paper "Feature Intertwiner for Object Detection", ICLR 2019
Hitdet.pytorch
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98
Underwater Object Detection Mmdetection
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97
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
Celldetection
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93
Instance Segmentation with PyTorch & PyTorch Lightning.
Feature Selective Anchor Free Module For Single Shot Object Detection
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91
A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection
Balancedgroupsoftmax
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90
CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.
Faster Mobile Retinaface
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88
[CVPR 2020] Reimplementation of RetinaFace, faster and stronger.
Rrpn_fpn_tensorflow
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83
Augfpn
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82
source code of AugFPN
Bmaskr Cnn
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81
Boundary-preserving Mask R-CNN (ECCV 2020)
Dense Reppoints
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80
Dense reppoints: Representing visual objects with dense point sets https://arxiv.org/abs/1912.11473
Iim
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80
PyTorch implementations of the paper: "Learning Independent Instance Maps for Crowd Localization"
Awesome_ssd_fpn_giou
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75
This repository carries out some paper recurring work
Rp R Cnn
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75
Renovating Parsing R-CNN for Accurate Multiple Human Parsing
Learnabletreefilterv2
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70
Fasterrcnn Pytorch
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69
FasterRCNN is implemented in VGG, ResNet and FPN base.
Cross Iterationbatchnorm
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65
Maskrcnn_benchmark.cpp
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63
Implementation maskrcnn-benchmark, pytorch c++ frontend
Semanticsegmentationusingfpn_panopticfeaturepyramidnetworks
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63
Fpn_tensorflow
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62
A easy-to-use FPN modified from https://github.com/yangxue0827/FPN_Tensorflow.
Diou Ssd Pytorch
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58
Distance-IoU Loss into SSD
Vovnet Fcos
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57
FCOS with VoVNet(CVPRW'19) backbone networks
Motion Rcnn
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55
Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)
Fpn.pytorch1.0
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54
Feature pyramid network (FPN) with online hard example mining (OHEM)
Sparse_pooling
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53
SHPL: Fusing Bird's Eye View LIDAR Point Cloud and Front View Camera Image for Deep Object Detection
Forest_rcnn
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53
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)
Iou Uniform R Cnn
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50
Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"
Panoptic Fpn Gluon
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49
Panoptic Feature Pyramid Networks
Densepose Video
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48
Code to run densepose on video with detectron. https://github.com/facebookresearch/Detectron
Fashionai_keypoints
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44
Heatmap approach for Fashion AI keypoint Challenge
Ac Fpn
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43
Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》
Remote_sensing_object_detection_2019
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43
2019年遥感图像稀疏表征与智能分析竞赛-初赛排名26/605
Fcos
⭐
42
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19) https://arxiv.org/abs/1904.01355
Dnl Object Detection
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41
Disentangled Non-Local Neural Networks
Cellcount
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40
A Convolutional Neural Network for Segmenting and Counting Cells in Microscopy Images
Deep Object Detection
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36
图解物体检测 & 网络框架. Inspired by awesome object detection, deep object detection does a easy way for understanding in Chinese.
Image Segmentation
⭐
35
Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available
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