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2018 Data Science Bowl 2nd Place Solution

Driving In The Matrix ⭐ 83

Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

Epidemictextmatch ⭐ 83

天池大赛疫情文本挑战赛线上第三名方案分享

Hands Detection ⭐ 82

Hands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.

Tf Object Detection ⭐ 80

Simpler app for tensorflow object detection API

Fashionai_key_points_detection ⭐ 74

Mask R-CNN for FashionAi key point location

Kaggle_eeg ⭐ 74

Diou Pytorch Detectron ⭐ 74

Distance-IoU Loss into Faster R-CNN

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

Tensorflow2caffemodel ⭐ 73

tensorflow 2 caffe model

Keras Faster Rcnn ⭐ 72

keras实现faster rcnn，end2end训练、预测; 持续更新中,见todo... ;欢迎试用、关注并反馈问题

Detectron_webcam_example ⭐ 72

Learnabletreefilterv2 ⭐ 70

Faster Rcnn ⭐ 68

My implementation of Faster-RCNN （Pytorch）

Faster R Cnn With Model Pretrained On Visual Genome ⭐ 64

Faster RCNN model in Pytorch version, pretrained on the Visual Genome with ResNet 101

Cvpr17_vtranse ⭐ 64

R Cnn_light ⭐ 64

Regional-Convolution Neural Network for blink detection based on contouring.

Rcnn Relation Extraction ⭐ 63

Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

Code for CVPR 19 paper: MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation

Deep Learning Based Structural Damage Detection ⭐ 61

Structural damage detection using convolutional neural networks

Segmentation Unet Maskrcnn ⭐ 61

Code for satellite image segmentation using Unet or Mask RCNN and comparing these two approaches.

Faster_rcnn_for_textdetection ⭐ 61

Faster_RCNN for text detection 文本检测

Au_r Cnn ⭐ 59

The official implementation code of paper: "AU R-CNN：Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection".

Rcnn_mdp ⭐ 59

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

Da Retinanet ⭐ 58

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Skin Cancer Segmentation ⭐ 58

Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset

Cascade Rcnn Tracking ⭐ 57

Cascade-RCNN+DeepSort MOTDT Trackor++

Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection

This is the repository for PIPR. This repository contains the source code and links to some datasets used in the ISMB/ECCB-2019 paper "Multifaceted Protein-Protein Interaction Prediction Based on Siamese Residual RCNN".

Motion Rcnn ⭐ 55

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

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Tf_object_detection_multi_channels ⭐ 54

Tutorial on How to change tensorflow object detection API to allow any number of input channels

Tensorflow implementation of room layout paper: Roomnet: End-to-end Room Layout Estimation.

My implementation of RCNN for the Flower Dates

Iou Uniform R Cnn ⭐ 50

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

Lighthead Rcnn In Pytorch0.4.1 ⭐ 50

Pytorch0.4.1 codes for Lighthead-RCNN

Chainer Fast Rcnn ⭐ 49

Chainer folk of Fast R-CNN (Object Detection Method)

implementations of Recurrent Convolutional Neural Network for object recognition

Global Wheat Detection ⭐ 49

The top1%(20th) solution of Kaggle Global-Wheat-Detection

Yolov3 Vehicle Detection Paddle ⭐ 48

vehicle-detection based on yolov3（基于paddle的YOLOv3车辆检测和类型识别）

Keras Rcnn ⭐ 48

Recurrent Convolutional Neural Networks in Keras

Anchor Boxes With Kmeans ⭐ 48

How to initialize Anchors in Faster RCNN for custom dataset?

Easypr Python ⭐ 46

experimental tensorflow implementation of R-FCN

Pytorch Faster Rcnn ⭐ 45

目标检测 - R-CNN算法实现

R2cnn.pytorch ⭐ 40

pytorch implementation of R2CNN, Rotational Faster RCNN for orientated object detection

Vision Ml ⭐ 40

A R-CNN machine learning model for handling Pop-up window in mobile Apps.

the speed of nms

Stage_action_detection ⭐ 38

Code of the STAGE module for video action detection

Faster Rcnn With Torchvision ⭐ 38

A reimplement of Faster-rcnn with torchvision

Mask Rcnn Tensorflow ⭐ 38

Fork of Tensorpack to make breaking performance improvements to the Mask RCNN example. Training is approximately 2x faster than the original implementation on AWS.

Tianchi_fabric_defects_detection ⭐ 37

广东工业智造大赛--布匹瑕疵检测复赛代码

Detectron Da Faster Rcnn ⭐ 36

Domain Adaptive Faster R-CNN in Detectron

Selective Search ⭐ 36

selective-search for object recognition

Cascade_rcnn_gluon ⭐ 35

Cascade R-CNN forked from gluon-cv

Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)

Face Magnet ⭐ 34

Code of Face-MagNet that was published in WACV18

Rfcn_couplenet.pytorch ⭐ 34

A Pytorch Implementation of R-FCN/CoupleNet, transfer from https://github.com/princewang1994/R-FCN.pytorch

Collaborative Learning For Weakly Supervised Object Detection ⭐ 34

Dafrcnn Pytorch ⭐ 34

Domain Adaptive Faster R-CNN in PyTorch

Rgz_rcnn ⭐ 33

ClaRAN: A deep learning classifier for radio morphologies

Tffrcn_resnet50 ⭐ 33

Faster rcnn based on tensorflow and resnet50

Efficientdet Bifpn ⭐ 32

mmdetection-based efficientdet

Neural State Machine implemented in PyTorch

Textclassification ⭐ 32

All kinds of neural text classifiers implemented by Keras

Visdial Principles ⭐ 31

an implementation of path aggregation network based on mattport mask-rcnn

Codes for our paper "Deep Patch Learning for Weakly Supervised Object Classification and Discovery".

Rt Mrcnn ⭐ 29

Real time instance segmentation with Mask R-CNN, live from webcam feed.

Cognitiveannotationtool ⭐ 29

Automatic Annotation tool for labelling images in bulk with their corresponding bounding box annotations.

Pytorch Detect Rfcn ⭐ 29

Pytorch implementation of RFCN used as baseline for Imagenet VID+DET in https://arxiv.org/abs/1710.03958.

Maskrcnn Keypoint Demo ⭐ 29

Mask RCNN for the human pose estimation

Faster Rcnn Tensorflow ⭐ 28

This is a tensorflow re-implementation of Faster rcnn

Silhonet ⭐ 28

Official Tensorflow implementation of SilhoNet

Crcnn Action ⭐ 28

Context-aware RCNN: a Baseline for Action Detection in Videos

Drone Detection ⭐ 28

Bounding box detection of drones (small scale quadcopters) with CNTK Fast R-CNN

Keras Faster Rcnn ⭐ 28

Cloned from https://github.com/yhenon/keras-frcnn. Added resnet101 support

SDK for TEE AI Stick (includes model training script, inference library, examples)

Actioncooccurrencepriors ⭐ 27

Official code for "Detecting Human-Object Interactions with Action Co-occurrence Priors

Eve Online Bot ⭐ 27

A Bot to play Eve Online leveraging various methods including popular machine learning tools. At this point, its a full blown AI.

Faster_rcnn_logo ⭐ 27

Application of py_faster_rcnn for logo detection task: ZF & VGG16

Cython_bbox ⭐ 27

standalone cython_bbox borrowed from faster-rcnn

Custom Faster Rcnn Using Tensorfow Object Detection Api ⭐ 26

A sample project to build a custom Faster RCNN model using Tensorflow object detection API

Caoyuan Ocr ⭐ 26

Optical Character Recognition using Tensorflow and Keras

Tensorflow_object_detection_helper_tool ⭐ 26

tensorflow object detection api helper tool ( custom object detection )

Motionpathsextraction ⭐ 26

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

Cvpr 2018 Autonomous Driving Autopilot Solution ⭐ 26

kaggle-cvpr-2018-autonomous-driving-3rd place solution

Video Qa Faaan ⭐ 25

Tensorflow_scenetext_oriented_box_predictor ⭐ 25

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

Faster_rcnn_pytorch ⭐ 25

Drqn Keras ⭐ 25

Atari-DRQN (keras ver.)

Medical Diagnosis Cnn Rnn Rcnn ⭐ 25

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Mask_rcnn ⭐ 25

Pytorch 1.0 implementation of Mask RCNN

Cameraobjectsdetection ⭐ 24

Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.

Thundernet Tensorflow2.0 ⭐ 24

Py Faster Rcnn Data Interface Generator ⭐ 24

A text replacement based faster rcnn data interface generator

Pytorch Fpn ⭐ 24

Feature Pyramid Networks written by Pytorch

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