panoptic-segmentation

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open-mmlab /mmdetection

Star31.4k

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino

UpdatedAug 21, 2024
Python

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

transformer image-segmentation autonomous-driving lane-detection semantic-segmentation video-segmentation image-matting medical-image-segmentation interactive-segmentation panoptic-segmentation human-segmentation

UpdatedJun 10, 2025
Python

SHI-Labs /OneFormer

Star1.6k

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

transformer coco image-segmentation semantic-segmentation cityscapes instance-segmentation ade20k panoptic-segmentation universal-segmentation oneformer

UpdatedOct 3, 2024
Jupyter Notebook

IDEA-Research /MaskDINO

Star1.4k

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

object-detection semantic-segmentation instance-segmentation panoptic-segmentation

UpdatedDec 20, 2023
Python

qqlu /Entity

Star1k

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

computer-vision deep-learning cnn pytorch segmentation object-detection pretrained-models image-segmentation semantic-segmentation pretrained-weights instance-segmentation panoptic-segmentation fcos pretraining detectron2 condinst

UpdatedNov 30, 2023
Jupyter Notebook

NVlabs /ODISE

Star914

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

deep-learning pytorch semantic-segmentation zero-shot-learning instance-segmentation panoptic-segmentation open-world-classification diffusion-models text-image-retrieval open-vocabulary open-vocabulary-semantic-segmentation open-world-object-detection open-vocabulary-segmentation

UpdatedJul 6, 2024
Python

xinge008 /Cylinder3D

Star899

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

point-cloud semantic-segmentation lidar-point-cloud panoptic-segmentation nuscenes semantickitti lidar-segmentation cvpr2021

UpdatedApr 5, 2023
Python

drprojects /superpoint_transformer

Star819

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"

fast lightweight deep-learning efficient point-cloud pytorch transformer partition hierarchical partitioning semantic-segmentation 3d graph-clustering panoptic-segmentation superpoint iccv2023 3dv2024

UpdatedJul 2, 2025
Python

uber-research /UPSNet

Star646

UPSNet: A Unified Panoptic Segmentation Network

computer-vision deep-learning instance-segmentation scene-parsing panoptic-segmentation cvpr2019

UpdatedJul 11, 2019
Python

hustvl /SparseInst

Star608

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

real-time object-detection instance-segmentation panoptic-segmentation detectron2

UpdatedOct 20, 2023
Python

bowenc0221 /panoptic-deeplab

Star602

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)

pytorch bottom-up semantic-segmentation cityscapes deeplab instance-segmentation panoptic-segmentation sementation detectron2 cvpr2020