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209 search results found

Maskrcnn_benchmark.cpp ⭐ 63

Implementation maskrcnn-benchmark, pytorch c++ frontend

Fpn_tensorflow ⭐ 62

A easy-to-use FPN modified from https://github.com/yangxue0827/FPN_Tensorflow.

Diou Ssd Pytorch ⭐ 58

Distance-IoU Loss into SSD

Vovnet Fcos ⭐ 57

FCOS with VoVNet(CVPRW'19) backbone networks

Motion Rcnn ⭐ 55

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

Fpn.pytorch1.0 ⭐ 54

Feature pyramid network (FPN) with online hard example mining (OHEM)

Forest_rcnn ⭐ 53

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

Sparse_pooling ⭐ 53

SHPL: Fusing Bird's Eye View LIDAR Point Cloud and Front View Camera Image for Deep Object Detection

Iou Uniform R Cnn ⭐ 50

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

Panoptic Fpn Gluon ⭐ 49

Panoptic Feature Pyramid Networks

Densepose Video ⭐ 48

Code to run densepose on video with detectron. https://github.com/facebookresearch/Detectron

Multiclass Semantic Segmentation ⭐ 48

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Object_detection ⭐ 46

Summary of object detection（modules&&improvements）

Fashionai_keypoints ⭐ 44

Heatmap approach for Fashion AI keypoint Challenge

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

Remote_sensing_object_detection_2019 ⭐ 43

2019年遥感图像稀疏表征与智能分析竞赛-初赛排名26/605

Read and Process Camera Raw Data with MATLAB

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19) https://arxiv.org/abs/1904.01355

Dnl Object Detection ⭐ 41

Disentangled Non-Local Neural Networks

Cellcount ⭐ 40

A Convolutional Neural Network for Segmenting and Counting Cells in Microscopy Images

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.

Image Segmentation ⭐ 35

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

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

Kaggle Cloud 2019 ⭐ 30

Fpn_faster_rcnn ⭐ 30

a tensorflow implementation for FPN

Cascade_fpn_tensorflow ⭐ 30

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

Mx Detection ⭐ 29

A mxnet object detection library contains implementations of RFCN, FCOS, RetinaNet, OpenPose, etc..

Easy Fpn.pytorch ⭐ 28

An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.

Covid Ct Mask Net ⭐ 28

Segmentation and Classification models for COVID CT scans (COVID, pneumonia, normal) based on Mask R-CNN.

[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)

Severstal Steel Defect Detection ⭐ 26

Can you detect and classify defects in steel? Segmentation in Pytorch

Simple mmdetection CPU inference

Seeing Without Looking ⭐ 24

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

Fpn_rssd ⭐ 24

Rotated Box SSD detection Framework with FPN support, next generation object detection framework

Pytorch Fpn ⭐ 24

Feature Pyramid Networks written by Pytorch

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"

Giouloss_ciouloss_caffe ⭐ 23

Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression

Quarkdet ⭐ 22

QuarkDet lightweight object detection in PyTorch .Real-Time Object Detection on Mobile Devices.

Mnasnet_tensorflow ⭐ 22

MNASNET Tensorflow

Pod_compare ⭐ 22

Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"

Ai Job Interview ⭐ 21

AI算法岗面试经验汇总

Visual Manipulation Relationship Network Pytorch ⭐ 21

Official implementation of Pyramid Localization Network (PYLON).

Hand_detector.d2 ⭐ 20

Hand detection models trained on 100DOH (100 Days of Hands) dataset.

Detectron Zznet ⭐ 20

ZZNet in Detectron

[WACV 2021] Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection.

Tf 1d 2d Segmentation End2endpipelines ⭐ 19

1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.

Hier R Cnn ⭐ 18

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

Chainer Maskrcnn ⭐ 17

maskrcnn implementation using chainer

Installation Guide Of Maskrcnn ⭐ 17

Mask R-CNN creates a high-quality segmentation mask in addition to the Faster R-CNN network. In addition to class labels and scores, a segmentation mask is created for the objects detected by this neural network. In this repository, using Anaconda prompt step by step Mask R-CNN setup is shown.

Batch Normalization with Enhanced Linear Transformation

Mxnet Detnet ⭐ 16

unofficial reproduce of detnet

Detectron_focalloss ⭐ 16

Chainer Fpn ⭐ 15

Implementation of FPN (Feature Pyramid Networks) using Chainer

Paddle Solov2 ⭐ 15

Paddle2.0动态图版SOLOv2, 38.8%mask AP.

Pytorch Keypoint Detection ⭐ 14

Pytorch FPN+ResNet+MaskRCNN Keypoint Detection

Yoloseries ⭐ 14

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

Depth Estimation Pytorch ⭐ 13

Monocular depth estimation using Feature Pyramid Network implemented in PyTorch 1.1.0

Eccv_2018_pedestrian_detection_challenege ⭐ 13

Gluon2tf ⭐ 13

Tf_eager_object_detection ⭐ 12

Product_detection ⭐ 12

Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes

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!

Tianchi_jinnan2 ⭐ 12

天池竞赛-津南数字制造算法挑战赛【赛场二】解决方案分享

Kaggle Pku Autonomous Driving ⭐ 11

Part of 5th place solution for Peking University/Baidu - Autonomous Driving on Kaggle (https://www.kaggle.com/c/pku-autonomous-driving).

Multi_scale_booster ⭐ 11

Keras_resnext_fpn ⭐ 11

Feature Pyramid Network with ResNext implemented in Keras

Tensorflow_yolov3 ⭐ 11

A Detailed and Optimized Implementation of Yolo-V3 in Original TensorFlow.

Defectnet ⭐ 10

DefectNet: Towards Fast and Effective Defect Detection

Yolact_ros ⭐ 10

You Only Look At CoefficienTs with ROS(Robot Operating System)

Pytorch Detection ⭐ 10

CNN-based object detection framework for PyTorch

Labelenc ⭐ 10

Singapore Maritime Dataset Trained Deep Learning Models ⭐ 10

This repository contains the training configurations for several Deep Learning models trained on the Singapore Maritime Dataset and links to the trained - ready to use - models.

Underwater_detection ⭐ 10

和鲸社区Kesci 2020年全国水下机器人（湛江）大赛水下目标检测算法赛（光学）三等奖方案-单模

Multiple Anchor Learning for Visual Object Detection (CVPR,2020)

Lyft_perception_challenge ⭐ 9

MASK-RCNN implementation for Lyft Perception Challenge

Centermask_plus ⭐ 9

Deformable Convnets ⭐ 9

原始仓库Deformable-ConvNets代码注释

Fpn.pytorch ⭐ 9

Pytorch Implementation of "Feature Pyramid Networks for Object Detection"

Tianchi_fashionai_keypoint ⭐ 8

An implementation of MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection.

Fpn Gluon Cv ⭐ 8

Feature Pyramid Network for Object Detection

A tiny improvement on SSD (Single Shot Multibox Detector). Using the feature map concatenation module and FPN module on the head of SSD.

Drl_snakey ⭐ 8

深度强化学习贪吃蛇游戏。拥有完整游戏环境与AI接口。（项目未完成）

Redis Fpn ⭐ 8

Redis module for Fixed Point Number data type

Mask R Cnn Translation ⭐ 7

Mobilenetv2 Dynamicfpn ⭐ 7

MobileNetV2 architecture combined with a dynamically generated Feature Pyramid Network

Animeheaddetection ⭐ 7

Anime head detection using faster-rcnn-fpn

Faster_rcnn_sku110 ⭐ 7

VoVNet, MobileNet, ShuffleNet, HarDNet backbone networks and SKU-110K dataset for detectron2

Baidustar2020 Traffic Sign Detection And Pair Competition Solution ⭐ 7

BaiduStar2020 Traffic Sign Detection And Pair Competition Solution. Using PaddlePaddle.

Res2net Detectron2 ⭐ 7

Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).

Liver_segmentation ⭐ 7

Unet,Unet++,FPN,DAF implementations for liver segmentation

Pytorch Implementation ⭐ 6

Pytorch implementation(LeNet, VGGNet, GAN, UNet, Mask R-CNN, ...)

Pytorch_fpn ⭐ 6

pytorch version for Feature Pyramid Networks

Kits19 Cnn ⭐ 6

Using convolutional neural networks for the 2019 Kidney and Kidney Tumor Segmentation Challenge

Tianchidasai ⭐ 6

本项目使用的是商汤科技的mmdetection，链接如下https://github.com/ope 一、安装 (1)环境配置 Linux (tested on Ubuntu 16.04 and CentOS 7.2) Python 3.4+ PyTorch 1.0 Cython mmcv >= 0.2.2 (2)安装步骤 #上传的模型为已经安装后的版本，应该不需要再次安装，为保险起见，附上安装过程先编译 cd code cd mmdetection pip install cython ./compile.sh 后安装 python(3) setup.py install # 或者用句号结尾安装 "pip install ." 二、数据准备 (1)解压数据运行code目录下zip.py文件，解压的数据存放于data/First_round_data/目录 (2)数据增广运行code目录下data_augmentation.py，生成增广图集和新的标注.pkl文件，位置

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