Here are 66 public repositories matching this topic...

youngwanLEE / centermask2

Star 469

CenterMask2 on top of detectron2, in CVPR 2020

real-time pytorch object-detection instance-segmentation anchor-free vovnet detectron2 centermask vovnetv2

• Updated Jun 11, 2020
• Python

zhanghang1989 / detectron2-ResNeSt

Star 290

A fork of Detectron2 with ResNeSt backbone

detectron2 resnest

• Updated Aug 8, 2020
• Python

youngwanLEE / vovnet-detectron2

Star 212

VoVNet backbone networks for detectron2, in CVPR 2020

pytorch object-detection instance-segmentation panoptic-segmentation vovnet detectron2

• Updated Mar 30, 2020
• Python

zsef123 / PointRend-PyTorch

Star 195

A PyTorch implementation of PointRend: Image Segmentation as Rendering

pytorch segmentation instance detectron2 pointrend

• Updated Feb 15, 2020
• Jupyter Notebook

conansherry / detectron2

Star 124

detectron2 windows build

windows visual-studio conda win vs detectron2

• Updated Jan 12, 2020
• Python

mrdbourke / airbnb-amenity-detection

Star 79

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

machine-learning computer-vision deep-learning object-detection detectron2 machine-learning-project airbnb-amenity-detection

• Updated Apr 22, 2020
• Jupyter Notebook

Epiphqny / CondInst

Star 75

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

dynamic-convolution instance-segmentation one-stage fcos detectron2

• Updated May 28, 2020
• Python

jagin / detectron2-pipeline

Star 59

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

python opencv computer-vision image-processing video-processing detectron2

• Updated Apr 4, 2020
• Python

hustvl / BMaskR-CNN

Star 54

Boundary-preserving Mask R-CNN (ECCV 2020)

faster-rcnn object-detection maskrcnn instance-segmentation mscoco mask-rcnn boundary-detection detectron detectron2

• Updated Aug 13, 2020
• Python

Layout-Parser / layout-parser

Star 52

A Python Library for Document Layout Understanding

ocr computer-vision deep-learning object-detection layout-analysis document-layout-analysis detectron2 layout-parser

• Updated Aug 6, 2020
• Python

lbin / Retinaface_Detectron2

Star 51

Face Detection Based on Detectron2

pytorch mobilenet retinaface detectron2

• Updated Jun 16, 2020
• C++

sxhxliang / detectron2_backbone

Star 46

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

backbone pytorch resnet18 efficientnet hrnet detectron2

• Updated Jul 2, 2020
• Python

Epiphqny / Yolact_fcos

Star 45

YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val

instance-segmentation yolact fcos detectron2

• Updated Jul 1, 2020
• Python

lbin / CenterNet-better-plus

Star 42

centernet

pytorch centernet detectron2

• Updated Mar 23, 2020
• Python

MILVLG / bottom-up-attention.pytorch

Star 39

An PyTorch reimplementation of bottom-up-attention models

pytorch bottom-up-attention detectron2

• Updated Aug 15, 2020
• Jupyter Notebook

stevewongv / InstanceShadowDetection

Star 38

Instance Shadow Detection (CVPR 2020)

computer-vision deep-learning instance-detection shadow-detection detectron2 cvpr2020 instance-shadow-detection

• Updated Jun 12, 2020
• Python

TannerGilbert / Object-Detection-and-Image-Segmentation-with-Detectron2

Star 34

Object Detection and Image Segmentation with Detectron2

object-detection instance-segmentation detectron2

• Updated Jul 30, 2020
• Jupyter Notebook

jagin / detectron2-licenseplates

Star 23

Train license plates detection model using Detectron2

machine-learning computer-vision deep-learning object-detection detectron2

• Updated Jan 22, 2020
• Python

TannerGilbert / Detectron2-Train-a-Instance-Segmentation-Model

Star 17

Learn how to train a custom instance segmentation model with Detectron2

instance-segmentation detectron2

• Updated Jul 30, 2020
• Jupyter Notebook

lsrock1 / maskscoring_rcnn.detectron2

Star 15

Mask Scoring R-CNN Detectron2 ver.

detection segmentation rcnn detectron2 maskscoring-rcnn

• Updated May 13, 2020
• Python

Res2Net / Res2Net-detectron2

Star 13

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

segmentation sota multi-scale panoptic res2net detectron2

• Updated Jun 8, 2020
• Python

leftthomas / DANet

Star 12

A PyTorch implementation of DANet based on CVPR 2019 paper "Dual Attention Network for Scene Segmentation"

pytorch attention-mechanism semantic-segmentation detectron2

• Updated Oct 30, 2019
• Python

naviocean / faster_rcnn_sku110

Star 10

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

fasterrcnn mobilenet shufflenet mobilenetv2 hardnet shufflenetv2 efficientnet vovnet detectron2 sku110k sku-110k ghostnet

• Updated Jun 5, 2020
• Python

leftthomas / EMANet

Star 10

A PyTorch implementation of EMANet based on ICCV 2019 paper "Expectation-Maximization Attention Networks for Semantic Segmentation"

pytorch semantic-segmentation detectron2

• Updated Feb 21, 2020
• Python

gkswjdzz / ainized-detectron2

Star 10

api server for detectron2

docker detectron2 ainize

• Updated Aug 17, 2020
• Python

DDemmer1 / ai-background-remove

Star 7

Cut out objects and remove backgrounds from pictures with artificial intelligence

machine-learning ai computer-vision deep-learning image-processing ml artificial-intelligence neural-networks artificial-neural-networks object-detection background-subtraction background-removal detectron2

• Updated Mar 27, 2020
• Python

TannerGilbert / Microcontroller-Detection-with-Detectron2

Star 7

Train an object detection model to detect microcontroller with Detectron2

object-detection detectron2

• Updated Jul 30, 2020
• Jupyter Notebook

moabitcoin / signfeld

Star 6

Synthetic traffic sign detectron

machine-learning computer-vision deep-learning detection pytorch traffic-signs traffic-sign-classification traffic-sign-recognition traffic-sign-detection pytorch-implmention detectron2

• Updated May 16, 2020
• Python

Kahhann92 / FaceMask-recognition

Star 6

此一project是由清华大学医学院的姚非凡与郑家瀚共同开发完成，这里运用了三个目标检测模型，来找到图像里的人脸，以及他们是否有带口罩，是个目标检测+2分类问题。 这一readme.md文件是为了帮助使用者如何正确使用我们的code。我们使用FasterRCNN可达到0.7的mAP[.5:.95]。

face ssd faster-rcnn face-mask focal-loss detectron2

• Updated Jul 1, 2020
• Jupyter Notebook

borarak / detectron2-sot

Star 6

Single object tracking (SOT) using detectron2

object-tracking single-object-tracking siamese-network siamfc siamrpn pysot detectron2

• Updated Mar 22, 2020
• Python

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