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Maskscoring_rcnn ⭐ 1,702

Codes for paper "Mask Scoring R-CNN".

Cascade Rcnn ⭐ 866

Caffe implementation of multiple popular object detection frameworks

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Centermask ⭐ 449

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

R2cnn_fpn_tensorflow ⭐ 393

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

Detectron Cascade Rcnn ⭐ 392

Cascade R-CNN in Detectron

Fpn Pytorch ⭐ 267

Grid R Cnn ⭐ 249

Parsing R Cnn ⭐ 173

Parsing R-CNN for Instance-Level Human Analysis

Faster R-CNN / R-FCN 💡 C++ version based on Caffe

Coco Minitrain ⭐ 162

a subset of coco dataset for faster experimentation

Dynamicrcnn ⭐ 146

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020

Cascade Rpn ⭐ 136

Code for NeurIPS 2019 paper: "Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution"

Obj_det_progress_tracker ⭐ 119

Object Detection Progress Tracker

Robust Detection Benchmark ⭐ 106

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

source code of AugFPN

Bmaskr Cnn ⭐ 81

Boundary-preserving Mask R-CNN (ECCV 2020)

Rp R Cnn ⭐ 75

Renovating Parsing R-CNN for Accurate Multiple Human Parsing

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Tf Eager Fasterrcnn ⭐ 66

Faster R-CNN R-101-FPN model was implemented with TensorFlow2.0 eager execution.

Cross Iterationbatchnorm ⭐ 65

Motion Rcnn ⭐ 55

Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)

Forest_rcnn ⭐ 53

Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)

Iou Uniform R Cnn ⭐ 50

Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"

Object_detection ⭐ 46

Summary of object detection（modules&&improvements）

Deep Object Detection ⭐ 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.

Cascade_fpn_tensorflow ⭐ 30

Cascade R-CNN: Delving into High Quality Object Detection.

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

Motionpathsextraction ⭐ 26

Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)

Simple mmdetection CPU inference

Seeing Without Looking ⭐ 24

PyTorch implementation for Seeing without Looking: Contextual Rescoring of Object Detections for AP Mazimization

Hnd Ghnd Object Detectors ⭐ 23

[ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL 2020] "Split Computing for Complex Object Detectors: Challenges and Preliminary Results"

Hier R Cnn ⭐ 18

Hier R-CNN: Instance-level Human Parts Detection and A New Benchmark

Chainer Maskrcnn ⭐ 17

maskrcnn implementation using chainer

Cascade Rcnn Fpn Faster_rcnn Pytorch1.0 ⭐ 12

This repo supports Faster R-CNN, FPN and Cascade Faster R-CNN based on pyTorch 1.0. Additionally deformable convolutional layer is also support!

Pytorch Detection ⭐ 10

CNN-based object detection framework for PyTorch

Centermask_plus ⭐ 9

Mask R Cnn Translation ⭐ 7

R2cnn_fpn_tensorflow ⭐ 5

R2CNN: Rotational Region CNN Based on Faster RCNN & FPN

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