awesome-detectron2

This is a repository with a collection of awesome projects build with detectron2. Please feel free to open issues for your new projects with detectron2.

• Backbone
• Object Detection
• Semi-supervised Object Detection
• Instance Segmentation
• Semantic Segmentation
• Panoptic Segmentation
• 3D
• Text Spotting
• Shadow Detection
• Domain Adaptive Object Detection
• Probabilistic Object Detection
• Open World Object Detection
• Object Tracking

Base Detectron2

Detectron2

Backbone

VoVNet

ResNeSt

MGD

Various Backbones

Object Detection

FCOS

CenterNet-better

EfficientDet

DETR

MatrixNet

YOLO

FSOD

AugFPN

Sparse R-CNN

OneNet

FsDet

YOLOF

Detic

UniDet

Semi-supervised Object Detection

Unbiased Teacher

MUM

Instance Segmentation

Mask Scoring Rcnn

Yolact

CenterMask

CondInst

SEQL

BlendMask

MEInst

SOLOv2

BMask R-CNN

CPMask

Semantic Segmentation

DANet

EMANet

DynamicRouting

Panoptic Segmentation

SOGNet

Panoptic-DeepLab

PanopticFCN

3D

MeshRCNN

SMOKE

Text Spotting

ABCNet

Shadow Detection

InstanceShadowDetection

Domain Adaptive Object Detection

DA-RetinaNet

Cycle Confusion

Adaptive Teacher

Probabilistic Object Detection

Probabilistic Detectron2

CenterNet2

Open World Object Detection

OWOD

Object Tracking

GTR