panoptic-segmentation

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open-mmlab / mmdetection

Star 31.8k

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

Updated Aug 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

Updated Oct 10, 2025
Python

SHI-Labs / OneFormer

Star 1.7k

[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

Updated Oct 3, 2024
Jupyter Notebook

IDEA-Research / MaskDINO

Star 1.4k

[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

Updated Dec 20, 2023
Python

qqlu / Entity

Star 1k

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

Updated Nov 30, 2023
Jupyter Notebook

NVlabs / ODISE

Star 928

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

Updated Jul 6, 2024
Python

xinge008 / Cylinder3D

Star 921

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

Updated Apr 5, 2023
Python

superpoint_transformer

drprojects / superpoint_transformer

Star 874

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

Updated Sep 11, 2025
Python

cuixing158 / Awesome-CV-MasterHub

Star 701

🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works

awesome image-classification image-captioning image-generation object-detection image-segmentation video-understanding image-denoising pose-estimation image-fusion image-enhancement video-generation low-level-vision image-dehazing panoptic-segmentation paper-list paper-code keypoint-detection papers-with-code vision-transformer

Updated Oct 16, 2025

uber-research / UPSNet

Star 644

UPSNet: A Unified Panoptic Segmentation Network

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

Updated Jul 11, 2019
Python

hustvl / SparseInst

Star 612

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

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

Updated Oct 20, 2023
Python

panoptic-deeplab

bowenc0221 / panoptic-deeplab

Star 604

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)