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panoptic-segmentation

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OpenMMLab Detection Toolbox and Benchmark

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

Python

31583

9714

1 年前

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.

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

Python

9141

1704

2 个月前

SHI-Labs / OneFormer

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

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

Jupyter Notebook

1656

142

1 年前

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

Python

1386

134

2 年前

qqlu / Entity

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

image-segmentation segmentation PyTorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models 机器视觉深度学习 cnn pretraining

Jupyter Notebook

1029

2 年前

NVlabs / ODISE

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

深度学习 instance-segmentation panoptic-segmentation PyTorch semantic-segmentation diffusion-models text-image-retrieval zero-shot-learning open-vocabulary-segmentation

Python

919

1 年前

xinge008 / Cylinder3D

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

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

Python

907

180

2 年前

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 深度学习 efficient fast lightweight Point cloud PyTorch semantic-segmentation superpoint transformer graph-clustering panoptic-segmentation iccv2023

Python

844

110

7 天前

uber-research / UPSNet

UPSNet: A Unified Panoptic Segmentation Network

panoptic-segmentation scene-parsing instance-segmentation cvpr2019 机器视觉深度学习

Python

646

118

6 年前

hustvl / SparseInst

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

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

Python

607

2 年前

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)

instance-segmentation semantic-segmentation panoptic-segmentation cvpr2020 cityscapes PyTorch detectron2

Python

602

117

2 年前