Trending repositories for topic semantic-segmentation
[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
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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".
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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...
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Tools to Design or Visualize Architecture of Neural Network
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
3D U-Net model for volumetric semantic segmentation written in pytorch
SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed
[IJRR2024] The official repository for the WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Natural Environments
[ISBI'21, CBM'22] TRFE-Net for thyroid nodule segmentation
[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies
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...
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,...
[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 [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".
Using modified BiSeNet for face parsing in PyTorch
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
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...
Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
Label Studio is a multi-type data labeling and annotation tool with standardized output format
[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"
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).
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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".
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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...
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...
Tools to Design or Visualize Architecture of Neural Network
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
[TIP 2022] Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images
[ISBI'21, CBM'22] TRFE-Net for thyroid nodule segmentation
Implementation of a Deep Neural Architecture to perform real-time semantic segmentation of forest fires in aerial imagery captured by drones.
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed
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 PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalabl...
[IJRR2024] The official repository for the WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Natural Environments
[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
Machine Learning Project to identify an ID Card on an image
Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)
[NeurIPS 2024 Spotlight ⭐️] Parameter-Inverted Image Pyramid Networks (PIIP)
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...
[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
Repository for automatic classification and labeling of Urban PointClouds using data fusion and region growing techniques.
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)
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
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).
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".
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...
[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...
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
3D U-Net model for volumetric semantic segmentation written in pytorch
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch
[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch
Implementation of a Deep Neural Architecture to perform real-time semantic segmentation of forest fires in aerial imagery captured by drones.
PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
This repo is the official code for the paper SFPNet (ECCV 2024) and dataset S.MID.
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed
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 implementation of "DGD: Dynamic 3D Gaussians Distillation".
Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
[ISBI'21, CBM'22] TRFE-Net for thyroid nodule segmentation
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
🔥(ECCV 2024 Oral) RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.
Production-ready YOLO8 Segmentation deployment with TensorRT and ONNX support for CPU/GPU, including AI model integration guidance for Unitlab Annotate.
Official code for WACV 2024 paper, "Annotation-free Audio-Visual Segmentation"
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
[NeurIPS 2024 Spotlight ⭐️] Parameter-Inverted Image Pyramid Networks (PIIP)
[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 [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models
[IEEE RAL'24 & IROS'24] Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image 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
Official implementation of "DGD: Dynamic 3D Gaussians Distillation".
[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies
The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"
PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
This repo is the official code for the paper SFPNet (ECCV 2024) and dataset S.MID.
[CVPR 2024] Official repository of "A Simple Recipe for Language-guided Domain Generalized Segmentation"
Production-ready YOLO8 Segmentation deployment with TensorRT and ONNX support for CPU/GPU, including AI model integration guidance for Unitlab Annotate.
[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
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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...
Tools to Design or Visualize Architecture of Neural Network
[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
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
[NeurIPS 2024 Spotlight ⭐️] Parameter-Inverted Image Pyramid Networks (PIIP)
[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies
Official implementation of "DGD: Dynamic 3D Gaussians Distillation".
Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed
Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch
This repo is the official implementation of iSeg: An Iterative Refinement-based Framework for Training-free Segmentation. Now We provide an interactive demo and the other part will be released as soon...
[IEEE RAL'24 & IROS'24] Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
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,...
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)
Official code for WACV 2024 paper, "Annotation-free Audio-Visual Segmentation"
The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"
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 implementation of "Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation. Xu et al. ICCV 2023."
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...
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation
Implementation of a Deep Neural Architecture to perform real-time semantic segmentation of forest fires in aerial imagery captured by drones.
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.