Trending repositories for topic semantic-segmentation

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

CVPR 2024 论文和开源项目合集

Label Studio is a multi-type data labeling and annotation tool with standardized output format

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Segmentation models with pretrained backbones. PyTorch.

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

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.

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

:books: A collection of papers about Referring Image Segmentation.

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...

Converted CoreML Model Zoo.

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Using modified BiSeNet for face parsing in PyTorch

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

ICCV 2023 论文和开源项目合集

Lip and hair color editor using face parsing maps.

Web labeling tool for bitmap images and point clouds

Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

[IROS 2021] : FEANet with RGB-Thermal

[ISBI'21, CBM'22] TRFE-Net for thyroid nodule segmentation

:books: A collection of papers about Referring Image Segmentation.

Official ImageNet Model repository

Masked Generative Distillation (ECCV 2022)

Lip and hair color editor using face parsing maps.

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Official PyTorch implementation for a conditional diffusion probability model in BEV perception

Converted CoreML Model Zoo.

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

[ICLR2022] official implementation of UniFormer

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

CVPR 2024 论文和开源项目合集

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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...

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

CVPR 2024 论文和开源项目合集

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Tools to Design or Visualize Architecture of Neural Network

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.

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Segmentation models with pretrained backbones. PyTorch.

Official PyTorch implementation of SegFormer

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

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Converted CoreML Model Zoo.

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

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

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

ICCV 2023 论文和开源项目合集

:books: A collection of papers about Referring Image Segmentation.

The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

Mask4Former: Mask Transformer for 4D Panoptic Segmentation

[IROS 2021] : FEANet with RGB-Thermal

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate content, semantic segmentation to get zebra crossing, tradition metho...

[ISBI'21, CBM'22] TRFE-Net for thyroid nodule segmentation

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,...

Official paper link and data access of the SUPS dataset.

PyTorch implementation of ICML 2023 paper "SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation"

This is the code base for GANav: Group-wise Attention Network for Classifying Navigable Regions in Unstructured Outdoor Environments.

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processi...

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...

:books: A collection of papers about Referring Image Segmentation.

Official ImageNet Model repository

Lip and hair color editor using face parsing maps.

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

CVPR 2024 论文和开源项目合集

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

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.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Segmentation models with pretrained backbones. PyTorch.

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...

A curated list of awesome data labeling tools

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Official PyTorch implementation of SegFormer

Using modified BiSeNet for face parsing in PyTorch

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

Converted CoreML Model Zoo.

An extension of Open3D to address 3D Machine Learning tasks

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

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...

[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future

Mask4Former: Mask Transformer for 4D Panoptic Segmentation

Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024

CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

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,...

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

ROS package for semantic segmentation

A simple yet effective framework for LiDAR-based moving object segmentation.

Information and scripts for the CropAndWeed Dataset

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

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...

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processi...

This is the code base for GANav: Group-wise Attention Network for Classifying Navigable Regions in Unstructured Outdoor Environments.

Semantic Segmentation of Images and Point Clouds for Traversability Estimation

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型

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...

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processi...

[NeurIPS 2023] FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models

[IEEE RAL'24 & IROS'24] Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"

(CVPR 2023) MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds

The code for "Label-efficient Segmentation via Affinity Propagation". [NeurIPS2023]

Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)

CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed

Production-ready YOLO8 Segmentation deployment with TensorRT and ONNX support for CPU/GPU, including AI model integration guidance for Unitlab Annotate.

Mask4Former: Mask Transformer for 4D Panoptic Segmentation

CVPR 2024 论文和开源项目合集

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-4V. 接近GPT-4V表现的可商用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.

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Segmentation models with pretrained backbones. PyTorch.

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...

ICCV 2023 论文和开源项目合集

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Tools to Design or Visualize Architecture of Neural Network

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Official PyTorch implementation of SegFormer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

A curated list of awesome data labeling tools

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Converted CoreML Model Zoo.

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processi...

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...

GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"

[AAAI 2024] AVSegFormer: Audio-Visual Segmentation with Transformer

[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies

Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)

[IEEE RAL'24 & IROS'24] Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots

Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.

The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"

The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"

[NeurIPS 2023] FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

Semantic Segmentation of Images and Point Clouds for Traversability Estimation

🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster...

Information and scripts for the CropAndWeed Dataset

[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models