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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

Mx Detection ⭐ 29

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

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

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.

Motionpathsextraction ⭐ 26

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

Simple mmdetection CPU inference

Severstal Steel Defect Detection ⭐ 26

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

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

Quarkdet ⭐ 22

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

Pod_compare ⭐ 22

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

Mnasnet_tensorflow ⭐ 22

MNASNET Tensorflow

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.

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.

Chainer Maskrcnn ⭐ 17

maskrcnn implementation using chainer

Detectron_focalloss ⭐ 16

Mxnet Detnet ⭐ 16

unofficial reproduce of detnet

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 Fpn ⭐ 14

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

Yoloseries ⭐ 14

Pytorch Keypoint Detection ⭐ 14

Pytorch FPN+ResNet+MaskRCNN Keypoint Detection

Gluon2tf ⭐ 13

Eccv_2018_pedestrian_detection_challenege ⭐ 13

Product_detection ⭐ 12

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

Tf_eager_object_detection ⭐ 12

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

Tensorflow_yolov3 ⭐ 11

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

Keras_resnext_fpn ⭐ 11

Feature Pyramid Network with ResNext implemented in Keras

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

Pytorch Detection ⭐ 10

CNN-based object detection framework for PyTorch

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

Defectnet ⭐ 10

DefectNet: Towards Fast and Effective Defect Detection

Yolact_ros ⭐ 10

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

Labelenc ⭐ 10

Fpn.pytorch ⭐ 9

Pytorch Implementation of "Feature Pyramid Networks for Object Detection"

Centermask_plus ⭐ 9

Deformable Convnets ⭐ 9

原始仓库Deformable-ConvNets代码注释

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

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

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）

Fpn Gluon Cv ⭐ 8

Feature Pyramid Network for Object Detection

Tianchi_fashionai_keypoint ⭐ 8

Res2net Detectron2 ⭐ 7

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

Baidustar2020 Traffic Sign Detection And Pair Competition Solution ⭐ 7

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

Mobilenetv2 Dynamicfpn ⭐ 7

MobileNetV2 architecture combined with a dynamically generated Feature Pyramid Network

Animeheaddetection ⭐ 7

Anime head detection using faster-rcnn-fpn

Liver_segmentation ⭐ 7

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

Faster_rcnn_sku110 ⭐ 7

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

Rotated Object Detection ⭐ 6

Tiny ResNet inspired FPN network (<2M params) for Rotated Object Detection using 5-parameter Modulated Rotation Loss

Pytorch_fpn ⭐ 6

pytorch version for Feature Pyramid Networks

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

Fpn Semantic Segmentation ⭐ 6

use FPN to FPN-Semantic-segmentation。pytorch version

Fpn Face Detection ⭐ 5

Fpn_visdrone ⭐ 5

Pytorch version of FPN on the VisDrone Dataset

R2cnn_fpn_tensorflow ⭐ 5

R2CNN: Rotational Region CNN Based on Faster RCNN & FPN

Real Time Segmentation ⭐ 5

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