https://github.com/open-mmlab/mmdetection

OpenMMLab Detection Toolbox and Benchmark

cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo

Last synced: 12 May 2025

https://github.com/paddlepaddle/paddleseg

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.

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

Last synced: 13 May 2025

https://github.com/PaddlePaddle/PaddleSeg

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.

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

Last synced: 29 Apr 2025

https://github.com/shi-labs/oneformer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 15 May 2025

https://github.com/SHI-Labs/OneFormer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 17 Apr 2025

https://github.com/idea-research/maskdino

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

instance-segmentation object-detection panoptic-segmentation semantic-segmentation

Last synced: 16 May 2025

https://github.com/NVlabs/ODISE

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

deep-learning diffusion-models instance-segmentation open-vocabulary open-vocabulary-segmentation open-vocabulary-semantic-segmentation open-world-classification open-world-object-detection panoptic-segmentation pytorch semantic-segmentation text-image-retrieval zero-shot-learning

Last synced: 28 Mar 2025

https://github.com/xinge008/Cylinder3D

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

cvpr2021 lidar-point-cloud lidar-segmentation nuscenes panoptic-segmentation point-cloud semantic-segmentation semantickitti

Last synced: 20 Mar 2025

https://github.com/drprojects/superpoint_transformer

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"

3d 3dv2024 deep-learning efficient fast graph-clustering hierarchical iccv2023 lightweight panoptic-segmentation partition partitioning point-cloud pytorch semantic-segmentation superpoint transformer

Last synced: 15 May 2025

https://github.com/qqlu/Entity

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

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

Last synced: 28 Mar 2025

https://github.com/uber-research/upsnet

UPSNet: A Unified Panoptic Segmentation Network

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

Last synced: 05 Apr 2025

https://github.com/uber-research/UPSNet

UPSNet: A Unified Panoptic Segmentation Network

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

Last synced: 28 Mar 2025

https://github.com/hustvl/sparseinst

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

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

Last synced: 04 Apr 2025

https://github.com/bowenc0221/panoptic-deeplab

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)

bottom-up cityscapes cvpr2020 deeplab detectron2 instance-segmentation panoptic-segmentation pytorch semantic-segmentation sementation

Last synced: 04 Apr 2025

https://github.com/zwwwayne/k-net

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

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

Last synced: 08 Oct 2025

https://github.com/ZwwWayne/K-Net

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

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

Last synced: 08 May 2025

https://github.com/thangvubk/SoftGroup

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

3d-instance-segmentation 3d-object-detection panoptic-segmentation point-cloud s3dis scannet semantic-kitti

Last synced: 20 Mar 2025

https://github.com/SamsungLabs/adaptis

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

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

Last synced: 17 Apr 2025

https://github.com/hongfz16/ds-net

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

panoptic-segmentation semantickitti

Last synced: 13 Apr 2025

https://github.com/hongfz16/DS-Net

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

panoptic-segmentation semantickitti

Last synced: 20 Mar 2025

https://github.com/zju3dv/pvo

[CVPR 2023] PVO: Panoptic Visual Odometry

panoptic-segmentation slam visualodometry

Last synced: 17 Mar 2025

https://github.com/VSainteuf/utae-paps

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

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

Last synced: 08 May 2025

https://github.com/shawnyuen/semantic_seg_paper_collection

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

Last synced: 28 Mar 2025

https://github.com/apple/ml-autofocusformer-segmentation

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

ade20k aff autofocusformer cityscapes coco instance-segmentation panoptic-segmentation semantic-segmentation transformer

Last synced: 13 Oct 2025

https://github.com/LiWentomng/Point2Mask

The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023

optimal-transport panoptic-segmentation point2mask points-supervision single-point-supervision weakly-supervised-segmentation

Last synced: 20 Mar 2025

https://github.com/Angzz/panoptic-fpn-gluon

Panoptic Feature Pyramid Networks

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

Last synced: 28 Mar 2025

https://github.com/segments-ai/latent-diffusion-segmentation

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

diffusion-models generative-ai latent-diffusion panoptic-segmentation pytorch segmentation stable-diffusion

Last synced: 28 Mar 2025

https://github.com/nianticlabs/panoptic-forecasting

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

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

Last synced: 14 Apr 2025

https://github.com/pixano/pixano-elements

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

annotation annotation-tool annotations bounding-box computer-vision cuboid deep-learning detection image-annotation image-labeling instance-segmentation keypoints panoptic-segmentation point-cloud point-cloud-labeling polygon semantic-segmentation video-annotation video-labeling web-components

Last synced: 11 Aug 2025

https://github.com/pixano/pixano-app

Pixano App is a web-based smart-annotation tool for computer vision applications.

annotation annotation-tool annotations bounding-box computer-vision cuboid deep-learning image-annotation image-labeling image-labeling-tool instance-segmentation keypoints labeling-tool panoptic-segmentation point-cloud point-cloud-labeling polygon semantic-segmentation video-annotation video-labeling

Last synced: 04 Mar 2025

https://github.com/prbonn/phenobench

PhenoBench Development Kit

dataset leaf-instance-segmentation panoptic-segmentation phenobench plant-detection semantic-segmentation

Last synced: 17 Aug 2025

https://github.com/chenxi52/CMPF

Open-Vocabulary Panoptic Segmentation

clip instance-segmentation multi-modal-learning open-vocabulary open-vocabulary-segmentation open-vocabulary-semantic-segmentation panoptic-segmentation segment-anything segmentation vision-and-language zero-shot

Last synced: 24 Jul 2025

https://github.com/asad-ismail/interactiveannotation

Interactive Annotation using Segment Anything for fast and accurate segmentation

annotation annotation-tool deep-learning flask instance-seg interactive interactive-annotation onnx panoptic-segmentation pytorch segmentation-annotation vue-js

Last synced: 08 Apr 2025

https://github.com/m3at/coco-panoptic

Quick attempt at a panoptic segmentation model

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

Last synced: 15 Mar 2025

https://github.com/moatifbutt/drivable-road-region-detection-and-steering-angle-estimation-method

A practical implementation of pixel level segmentation based road detection and steering angle estimation methods.

autonomous-driving autonomous-vehicles dataset deep-learning fcn panoptic-segmentation pytorch road-detection scene-recognition scene-segmentation scene-understanding self-driving-cars semantic-segmentation steering-angle-prediction

Last synced: 22 Jul 2025

https://github.com/snu-vgilab/instaorder

Official repository for the paper "Instance-Wise Holistic Order Prediction in Natural Scenes".

computer-vision depth-order occlusion-order panoptic-segmentation scene-understanding

Last synced: 14 Apr 2025

https://github.com/mgonzs13/mmdetection_ros

ROS 2 wrap for MMDetection (https://github.com/open-mmlab/mmdetection)

instance-segmentation object-recognition panoptic-segmentation pytorch ros2

Last synced: 17 Sep 2025

https://github.com/shi-labs/oneformer-colab

[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 13 Apr 2025

https://github.com/yuliang-zou/instcal-pano

[ECCV 2022] Learning Instance-Specific Adaptation for Cross-Domain Segmentation

batch-norm-calibration panoptic-segmentation test-time-adaptation transfer-learning

Last synced: 14 Apr 2025

https://github.com/worldbench/awesome-3d-in-the-wild

🌐 A curated collection of large-scale 3D scene understanding models with real-world applications

3d 3d-scene-understanding 4d autonomous-driving awesome-list embodied-ai lidar-point-cloud occupancy-prediction panoptic-segmentation robotics semantic-scene-completion semantic-segmentation spatial-intelligence

Last synced: 06 Oct 2025

https://github.com/torrvision/caffe-tvg

Caffe fork supporting segmentation algorithms by the Torr Vision Group

computer-vision cvpr deep-learning eccv iccv instance-segmentation panoptic-segmentation semantic-segmentation

Last synced: 01 Jul 2025

https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation

Last synced: 21 Oct 2025

https://github.com/lucs1590/study_segmentation

This repository was created to store learning of the Image Segmentation from A to Z course.

image image-processing image-processing-python image-segmentation instance-segmentation panoptic-segmentation segmentation semantic-segmentation

Last synced: 13 Oct 2025

https://github.com/johnnv1/ccagt-utils

Some code to work with CCAgT dataset. Annotations format conversion, mask generation, plotting samples, etc.

computer-vision computer-vision-datasets dataset object-detection panoptic-segmentation segmentation

Last synced: 07 Apr 2025

https://github.com/tensorush/air-crowns-project

:small_airplane: :deciduous_tree: Air Crowns team project employs neural networks for the task of panoptic segmentation of drone image dataset collected at the Alferevo airfield (08.10.2021).

aerial-imagery drone-dataset dvc image-data image-dataset ml-pipeline neural-network neural-networks panoptic-segmentation pytorch semantic-segmentation streamlit team-project

Last synced: 24 Jun 2025

https://github.com/hareshjambucha/dino

Lightweight DSL for Entity Framework Core. Write SQL-like queries safely with full EF Core integration. Perfect for dynamic queries and SQL-first developers. 🦕✨

chat computer-vision deep-learning gtk hackclub indiedev instance-segmentation javascript jingle keras-tensorflow machine-learning omemo panoptic-segmentation paperspace semantic-segmentation threejs voxel xmpp

Last synced: 12 Aug 2025

https://github.com/rscr1/pvo

code for "PVO: Panoptic Visual Odometry", CVPR 2023

panoptic-segmentation slam visualodometry

Last synced: 23 Feb 2025

https://github.com/who-else-but-arjun/image_segmentation

Implementation of Panoptic Image Segmentation using VGG16 encoder and a fully convolutional network for classification of pixels in 27 different classes trained and tested on dataset of Indian road images.

cnn image-processing keras-tensorflow panoptic-segmentation segmentation

Last synced: 08 Apr 2025

https://github.com/moatifbutt/carl-dataset

CARL-D comprises large-scale stereo vision-based driving videos captured from more than 100 cities of Pakistan, including motorways, dense and unpattern traffic scenarios of urban, rural, and hilly areas.

autonomous-driving autonomous-vehicles dataset deep-learning fcn object-detection panoptic-segmentation pytorch scene-recognition scene-understanding self-driving-car semantic-segmentation supervised-learning vehicle-detection vehicle-recognition

Last synced: 03 Apr 2025

https://github.com/lucs1590/qualification-computer-science-unesp

Documentação da quali sobre segmentações e deep learning.

convolutional-neural-networks deep-learning image-processing image-segmentation instance-segmentation iou panoptic-quality panoptic-segmentation segmentation semantic-segmentation unesp

Last synced: 02 Mar 2025

https://github.com/grebano/azurekinect-panoptic

Real-time panoptic segmentation system integrating Azure Kinect DK with Detectron2. Captures and processes video streams with GPU acceleration, providing simultaneous visualization of original and segmented feeds for robotics, AR, and scene understanding applications.

azure azurekinectdk kinect panoptic panoptic-segmentation

Last synced: 31 Mar 2025