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: 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/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/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: 08 Apr 2026

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/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: 04 Mar 2026

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: 14 Mar 2026

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/segments-ai/segments-ai

Segments.ai Python SDK

annotation computer-vision data-labeling dataset deep-learning image-annotation labeling-tool panoptic-segmentation pointcloud pointcloud-detection pointcloud-segmentation robotics semantic-segmentation

Last synced: 08 Apr 2026

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: 06 Mar 2026

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: 03 Mar 2026

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/lapix-ufsc/dl-tutorials

This repository contains demonstrations done with deep learning computer vision models.

computer-vision deep-learning image-classfication instance-segmentation machine-learning object-detection panoptic-segmentation semantic-segmentation

Last synced: 09 Apr 2026

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/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/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/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/rscr1/pvo

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

panoptic-segmentation slam visualodometry

Last synced: 23 Feb 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: 05 Mar 2026

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: 20 Jan 2026

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: 01 May 2026