Trending repositories for topic semantic-segmentation
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
Label Studio is a multi-type data labeling and annotation tool with standardized output format
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Tools to Design or Visualize Architecture of Neural Network
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
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 Mat...
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
High-level batteries-included neural network training library for Pytorch
Tools to Design or Visualize Architecture of Neural Network
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and...
Using modified BiSeNet for face parsing in PyTorch
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Label Studio is a multi-type data labeling and annotation tool with standardized output format
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Tools to Design or Visualize Architecture of Neural Network
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 Mat...
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
:books: A collection of papers about Referring Image Segmentation.
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
Official repository for paper "Open Panoramic Segmentation" (OPS), ECCV 2024
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
[CVPR 2024] Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models
Combines JSBSim and Airsim with a python module to simulate a fixedwing
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"
:books: A collection of papers about Referring Image Segmentation.
Building footprint segmentation from satellite and aerial imagery
The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Tools to Design or Visualize Architecture of Neural Network
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 Mat...
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3D U-Net model for volumetric semantic segmentation written in pytorch
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
[Neural Networks 2025] Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике
[CVPR 2024] Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet,...
[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models
The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
[NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".
This is a project of Camera-Based Table Tennis Posture Analysis.
Combines JSBSim and Airsim with a python module to simulate a fixedwing
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀
Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch
[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
This repo is the official code for the paper SFPNet (ECCV 2024) and dataset S.MID.
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
Official implementation of "DGD: Dynamic 3D Gaussians Distillation".
The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"
🔥(ECCV 2024 Oral) RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
[CVPR 2024] Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
[ECCV 2024]Official PyTorch Implementation of HTCL : Hierarchical Temporal Context Learning for Camera-based Semantic Scene Completion
[NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".
This repo is the official implementation of iSeg: An Iterative Refinement-based Framework for Training-free Segmentation.
[AAAI 2025] Official implementation of the paper "Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation"
[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation
Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Tools to Design or Visualize Architecture of Neural Network
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 Mat...
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalabl...
[NeurIPS 2024 Spotlight ⭐️] Parameter-Inverted Image Pyramid Networks (PIIP)
[IJRR2024] The official repository for the WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Natural Environments
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies
Official implementation of "DGD: Dynamic 3D Gaussians Distillation".
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud
Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch
[IROS24]A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera Images
[ECCV 2024] SDK for MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty
PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
This repo is the official implementation of iSeg: An Iterative Refinement-based Framework for Training-free Segmentation.
Official repository for paper "Open Panoramic Segmentation" (OPS), ECCV 2024
[Neural Networks 2025] Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation (WACV 2024)
This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"
The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)