panoptic-segmentation

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.

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

UPSNet: A Unified Panoptic Segmentation Network

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

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

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

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

VoVNet backbone networks for detectron2, in CVPR 2020

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

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

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

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

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

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.

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