detectron2

There are 14 repositories under detectron2 topic.

Layout-Parser / layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
computer-vision deep-learning detectron2 document-image-processing document-layout-analysis layout-analysis layout-detection layout-parser object-detection ocr
Language:Python 4516
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
object-detection instance-segmentation computer-vision small-object-detection large-image mmdetection pytorch python yolov5 coco detectron2 deep-learning machine-learning remote-sensing huggingface fiftyone satellite tiling merge explainable-ai
Language:Python 3622
JosephKJ / OWOD
(CVPR 2021 Oral) Open World Object Detection
open-world object-detection contrastive-learning energy-based-model detectron2 incremental-learning continual-learning cvpr2021 cvpr
Language:Python 1010
youngwanLEE / centermask2
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
centermask detectron2 object-detection instance-segmentation anchor-free vovnet vovnetv2 real-time pytorch cvpr2020
Language:Python 769
qqlu / Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
image-segmentation segmentation pytorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models computer-vision deep-learning cnn pretraining
Language:Jupyter Notebook 669
panoptic-deeplab
bowenc0221 / panoptic-deeplab
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
bottom-up instance-segmentation semantic-segmentation deeplab panoptic-segmentation sementation cvpr2020 cityscapes pytorch detectron2
Language:Python 582
hustvl / SparseInst
[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation
instance-segmentation detectron2 object-detection panoptic-segmentation real-time
Language:Python 561
JDAI-CV / centerX
This repo is implemented based on detectron2 and centernet
caffe centernet centerx deep-learning detectron2 fast-reid object-detection onnx tensorrt
Language:Python 552
BCNet
lkeab / BCNet
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
instance-segmentation occlusion-handling bcnet cvpr2021 cvpr detection segmentation object-detection occlusion non-local detectron2 fastrcnn fcos boundary-detection gcn bilayer-network amodal-instance-segmentation
Language:Python 516
chongruo / detectron2-ResNeSt
A fork of Detectron2 with ResNeSt backbone
detectron2 resnest
Language:Python 384
youngwanLEE / vovnet-detectron2
[CVPR 2020] VoVNet backbone networks for detectron2
vovnet detectron2 object-detection instance-segmentation pytorch panoptic-segmentation cvpr2020
Language:Python 372
zsef123 / PointRend-PyTorch
A PyTorch implementation of PointRend: Image Segmentation as Rendering
pointrend detectron2 pytorch instance segmentation
Language:Jupyter Notebook 362
youngwanLEE / MPViT
[CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction
vision-transformer detectron2 mmsegmentation
Language:Python 348
MILVLG / bottom-up-attention.pytorch
A PyTorch reimplementation of bottom-up-attention models
bottom-up-attention detectron2 pytorch
Language:Jupyter Notebook 287
THU-DA-6D-Pose-Group / GDR-Net
GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)
6d-pose-estimation detectron2 mmcv
Language:Python 249
conansherry / detectron2
detectron2 windows build
detectron2 win windows vs visual-studio conda
Language:Python 221
IkomiaApi
Ikomia-dev / IkomiaApi
Deploy Computer Vision solutions with a few lines of code.
computer-vision deep-learning image-processing detectron2 opencv openmmlab python pytorch tensorflow computervision computer-vision-tools computer-vision-ai computer-vision-algorithms computer-vision-opencv human-pose-estimation machine-learning object-detection pose-estimation yolo
Language:Python 212
sxhxliang / detectron2_backbone
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
detectron2 backbone resnet18 efficientnet hrnet pytorch
Language:Python 210
zymk9 / Yet-Another-Anime-Segmenter
Instance segmentation for anime characters based on CondInst and SOLOv2
anime-segmenter adelaidet detectron2 instance-segmentation condinst
Language:Jupyter Notebook 188
hustvl / BMaskR-CNN
[ECCV 2020] Boundary-preserving Mask R-CNN
instance-segmentation mask-rcnn maskrcnn mscoco object-detection boundary-detection faster-rcnn detectron2 detectron
Language:Python 185
hpanwar08 / detectron2
Detectron2 for Document Layout Analysis
document-layout-analysis segmentation maskrcnn object-detection pytorch document-layout semantic-segmentation computer-vision deep-learning neural-networks mask-rcnn python publaynet dla text-detection detectron2 document-image-processing document-image-analysis
Language:Python 181
mrdbourke / airbnb-amenity-detection
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
airbnb-amenity-detection computer-vision deep-learning detectron2 machine-learning machine-learning-project object-detection
Language:Jupyter Notebook 160
TannerGilbert / Object-Detection-and-Image-Segmentation-with-Detectron2
Object Detection and Image Segmentation with Detectron2
detectron2 detectron2-inference instance-segmentation object-detection
Language:Jupyter Notebook 151
InstanceShadowDetection
stevewongv / InstanceShadowDetection
Instance Shadow Detection (CVPR 2020)
computer-vision cvpr2020 deep-learning detectron2 instance-detection instance-shadow-detection shadow-detection
Language:Python 148
rubelchowdhury20 / Neural-Re-Rendering-of-Humans-from-a-Single-Image
Pytorch implementation of the paper, Neural re-rendering of humans from a single image.
virtual-try-on pix2pixhd atlas-texture normal-texture densepose detectron2
Language:Jupyter Notebook 146
gsnet
lkeab / gsnet
Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.
eccv vehicle-pose-shape-reconstruction 3d-shape-reconstruction eccv2020 car-models car-shape 6dof-pose 3d-model key-points-detection pca-models vehicle-pose-estimation vehicle-keypoint car-keypoint vehicle-shape-reconstruction detectron2 apollo apollocar3d apolloscape autonomous-vehicles pca
Language:Python 139
Epiphqny / CondInst
Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val
detectron2 dynamic-convolution fcos instance-segmentation one-stage
Language:Python 137
PatBall1 / detectree2
Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN
deep-learning detectron2 python pytorch
Language:Jupyter Notebook 136
JosephKJ / iOD
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
continual-learning detectron2 incremental-learning meta-learning object-detection pami-2021 tpami
Language:Python 112
TannerGilbert / Detectron2-Train-a-Instance-Segmentation-Model
Learn how to train a custom instance segmentation model with Detectron2
instance-segmentation detectron2
Language:Jupyter Notebook 97
csuhan / opendet2
Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)
object-detection open-set-object-detection detectron2 cvpr2022
Language:Python 95
DDemmer1 / ai-background-remove
Cut out objects and remove backgrounds from pictures with artificial intelligence
ai artificial-intelligence artificial-neural-networks background-removal background-subtraction computer-vision deep-learning detectron2 image-processing machine-learning ml neural-networks object-detection
Language:Python 92
lastdefiance20 / TryYours-Virtual-Try-On
Virtual Try On site using HR-VITON. Anyone can try it using their own Image with clothes image.
detectron2 gans graphonomy hr-viton posenet virtual-try-on virtual-tryon-ecommerce
Language:Python 92
Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data
jasonmanesis / Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data
Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.
ship-detection synthetic-aperture-radar deep-learning computer-vision satellite-data hrsid detectron2 faster-rcnn yolov5 rotated-bounding-boxes
Language:Jupyter Notebook 91
Epiphqny / Yolact_fcos
YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val
yolact instance-segmentation fcos detectron2
Language:Python 87
jagin / detectron2-pipeline
Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.
detectron2 opencv image-processing video-processing computer-vision python
Language:Python 87

detectron2

Layout-Parser / layout-parser

obss / sahi

JosephKJ / OWOD

youngwanLEE / centermask2

qqlu / Entity

bowenc0221 / panoptic-deeplab

hustvl / SparseInst

JDAI-CV / centerX

lkeab / BCNet

chongruo / detectron2-ResNeSt

youngwanLEE / vovnet-detectron2

zsef123 / PointRend-PyTorch

youngwanLEE / MPViT

MILVLG / bottom-up-attention.pytorch

THU-DA-6D-Pose-Group / GDR-Net

conansherry / detectron2

Ikomia-dev / IkomiaApi

sxhxliang / detectron2_backbone

zymk9 / Yet-Another-Anime-Segmenter

hustvl / BMaskR-CNN

hpanwar08 / detectron2

mrdbourke / airbnb-amenity-detection

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

stevewongv / InstanceShadowDetection

rubelchowdhury20 / Neural-Re-Rendering-of-Humans-from-a-Single-Image

lkeab / gsnet

Epiphqny / CondInst

PatBall1 / detectree2

JosephKJ / iOD

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

csuhan / opendet2

DDemmer1 / ai-background-remove

lastdefiance20 / TryYours-Virtual-Try-On

jasonmanesis / Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

Epiphqny / Yolact_fcos

jagin / detectron2-pipeline