Popular GitHub Repositories for Panoptic Segmentation

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.

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

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"

UPSNet: A Unified Panoptic Segmentation Network

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

Panoptic Segmentation Resources List

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

[CVPR 2020] VoVNet backbone networks for detectron2

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future

[CVPR 2025] Official code and models for Encoder-only Mask Transformer (EoMT).

[IEEE TPAMI-2024] Pair then Relation: Pair-Net for Panoptic Scene Graph Generation

Encoder-Decoder Cell and Nuclei segmentation models

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [ECCV 2024]

This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".

The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".

Scene-Centric Unsupervised Panoptic Segmentation (CVPR 2025)

[ECCV 2024] SDK for MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty

[ICRA2024] Few-Shot Panoptic Segmentation With Foundation Models

Open-Vocabulary Panoptic Segmentation