panoptic-segmentation

Here are 39 public repositories matching this topic...

PaddlePaddle / PaddleSeg

Star 2.9k

Easy-to-use segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks from research to industrial applications.

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

• Updated Nov 15, 2021
• Python

uber-research / UPSNet

Star 603

UPSNet: A Unified Panoptic Segmentation Network

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

• Updated Jul 11, 2019
• Python

Angzz / awesome-panoptic-segmentation

Star 503

Panoptic Segmentation Resources List

computer-vision deep-learning panoptic-segmentation

• Updated Aug 25, 2020

bowenc0221 / panoptic-deeplab

Star 440

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

• Updated Feb 3, 2021
• Python

xinge008 / Cylinder3D

Star 394

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 Nov 5, 2021
• Python

saic-vul / adaptis

Star 320

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

mxnet pytorch cityscapes instance-segmentation ms-coco mapillary-vistas-dataset panoptic-segmentation adaptis

• Updated Mar 17, 2021
• Jupyter Notebook

youngwanLEE / vovnet-detectron2

Star 294

VoVNet backbone networks for detectron2, in CVPR 2020

pytorch object-detection instance-segmentation panoptic-segmentation vovnet detectron2 cvpr2020

• Updated Jun 11, 2021
• Python

ZwwWayne / K-Net

Star 225

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

pytorch image-segmentation semantic-segmentation panoptic-segmentation mmdetection mmsegmentation

• Updated Nov 2, 2021
• Python

dvlab-research / Entity

Star 220

Open-World Entity Segmentation

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

• Updated Nov 14, 2021
• Python

qizhuli / Weakly-Supervised-Panoptic-Segmentation

Star 157

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

computer-vision deep-learning semi-supervised-learning weakly-supervised-learning instance-segmentation scene-parsing eccv-2018 panoptic-segmentation

• Updated Jun 8, 2021
• MATLAB

hongfz16 / DS-Net

Star 156

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

panoptic-segmentation semantickitti

• Updated Aug 11, 2021
• Python

EMI-Group / FaPN

Star 125

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

object-detection semantic-segmentation instance-segmentation panoptic-segmentation real-time-semantic-segmentation feature-alignment

• Updated Sep 2, 2021
• C++

shawnyuen / SemanticSegPaperCollection

Star 117

machine-learning deep-learning neural-networks convolutional-networks image-segmentation semantic-segmentation fully-convolutional-networks video-segmentation instance-segmentation object-segmentation interactive-segmentation panoptic-segmentation

• Updated Jul 31, 2021

LaoYang1994 / PanopticSegmentation

Star 78

PKU_360 Team's fuse code! This code is used to fuse the semantic segmentation result and instance segmentation result. We won the third place in COCO2018 panoptic segmentation.

panoptic-segmentation panoptic

• Updated Oct 14, 2019
• Python

pmeletis / panoptic_parts

Star 63

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.

pascal datasets cityscapes scene-parsing panoptic-segmentation cityscapes-panoptic-parts pascal-panoptic-parts panoptic-parts part-aware-panoptic-segmentation holistic-understanding

• Updated Oct 7, 2021
• Python

LaoYang1994 / SOGNet

Star 56

SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

panoptic-segmentation

• Updated Apr 21, 2021
• Python

Angzz / panoptic-fpn-gluon

Star 54

Panoptic Feature Pyramid Networks

computer-vision deep-learning panoptic-segmentation gluon-cv

• Updated Aug 7, 2019
• Python

nianticlabs / panoptic-forecasting

Star 31

[CVPR 2021] Forecasting the panoptic segmentation of future video frames

pytorch semantic-segmentation cityscapes panoptic-segmentation future-prediction video-semantic-segmentation

• Updated Sep 9, 2021
• Python

elnino9ykl / PASS

Star 25

Panoramic Annular Semantic Segmentation

pytorch erfnet panoptic-segmentation erf-pspnet real-time-semantic-segmentation panoramic-semantic-segmentation erf-apspnet circular-convolution pyramid-attention ring-padding

• Updated Jun 17, 2021
• Jupyter Notebook

w-hc / pcv

Star 21

Pixel Consensus Voting for Panoptic Segmentation (CVPR 2020)

cvpr deconvolution panoptic-segmentation cvpr2020

• Updated May 26, 2021
• Python

pixano / pixano-elements

Star 20

Pixano Elements - Re-usable web components dedicated to data annotation tasks.

computer-vision deep-learning detection web-components polygon semantic-segmentation cuboid annotation-tool instance-segmentation bounding-box panoptic-segmentation

• Updated Oct 28, 2021
• TypeScript

m3at / coco-panoptic

Star 18

Quick attempt at a panoptic segmentation model

deep-learning semantic-segmentation instance-segmentation panoptic-segmentation

• Updated Dec 19, 2018
• Jupyter Notebook

Jacobew / AutoPanoptic

Star 18

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

computer-vision nas semantic-segmentation automl instance-segmentation panoptic-segmentation single-path-one-shot neurips2020

• Updated Nov 10, 2020
• Python

VSainteuf / utae-paps

Star 18

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

computer-vision deep-learning agriculture satellite-imagery semantic-segmentation iccv sentinel-2 self-attention panoptic-segmentation iccv2021

• Updated Oct 14, 2021
• Python

ShihuaHuang95 / FaPN-full

Star 14

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

semantic-segmantation object-detecting panoptic-segmentation real-time-semantic-segmentation instance-segmenation feature-alignment

• Updated Sep 3, 2021
• Python

elnino9ykl / WildPASS

Star 9

Panoramic Semantic Segmentation in the Wild

segmentation semantic-segmentation cvpr scene-parsing panoptic-segmentation panoramic-segmentation cvpr2021

• Updated Oct 1, 2021
• Python

shenyunhang / JTSM

Star 5

Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation

object-detection weakly-supervised-learning instance-segmentation panoptic-segmentation weakly-supervised-segmentation weakly-supervised-object-detection

• Updated Oct 16, 2021
• Python

pushkar-khetrapal / SemanticBoxNet

Star 4

The SemanticBoxNet is a Deep Learning Model which predicts semantic mask and bounding boxes in a single Network.

object-detection semantic-segmentation bounding-boxes panoptic-segmentation

• Updated Dec 29, 2020
• Jupyter Notebook

bsridatta / Panoptic-Segmentaion-AIWB

Star 4

Panoptic Segmentation - Internship @ AI without Borders 2019

artificial-intelligence dataset medical-image-processing panoptic-segmentation

• Updated Jul 20, 2019

hmph / dynamically-instantiated-network

Star 2

Pixelwise Instance Segmentation with a Dynamically Instantiated Network (CVPR 2017)

computer-vision deep-learning semantic-segmentation cvpr-2017 instance-segmentation scene-parsing panoptic-segmentation

• Updated Feb 8, 2020
• Python