OpenMMLab Detection Toolbox and Benchmark

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] OneFormer: One Transformer to Rule Universal Image Segmentation

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

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

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

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

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

UPSNet: A Unified Panoptic Segmentation Network

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

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)

Panoptic Segmentation Resources List

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

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

[CVPR 2022 Oral] SoftGroup for Instance Segmentation on 3D Point Clouds

[CVPR 2020] VoVNet backbone networks for detectron2

[CVPR 2021/TPAMI 2023] Rank 1st in the public leaderboard of SemanticKITTI Panoptic Segmentation (2020-11-16)

[CVPR 2023] PVO: Panoptic Visual Odometry

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

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

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

No description provided.

This repository contains code and tools for reading, processing, evaluating on, and visualizing Panoptic Parts datasets. Moreover, it contains code for reproducing our CVPR 2021 paper results.

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

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

Encoder-Decoder Cell and Nuclei segmentation models

[IJCV 2024] P3Former: Position-Guided Point Cloud Panoptic Segmentation Transformer

Scene-Centric Unsupervised Panoptic Segmentation (CVPR 2025 Highlight)