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Search results for deep learning semantic segmentation

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semantic-segmentation x

367 search results found

Label Studio ⭐ 16,753

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

Labelme ⭐ 12,646

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

Cvat ⭐ 11,605

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.

Awesome Semantic Segmentation ⭐ 10,386

🤘 awesome-semantic-segmentation

Pytorch Unet ⭐ 7,861

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Caffe ⭐ 4,416

Caffe: a fast open framework for deep learning.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Awesome Data Labeling ⭐ 3,520

A curated list of awesome data labeling tools

Pytorch Semseg ⭐ 3,367

Semantic Segmentation Architectures Implemented in PyTorch

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Minkowskiengine ⭐ 2,344

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Pytorch Semantic Segmentation ⭐ 1,706

PyTorch for Semantic Segmentation

Pytorch Fcn ⭐ 1,628

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Pytorch Segmentation ⭐ 1,560

🎨 Semantic segmentation models, datasets and losses implemented in PyTorch.

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Semanticsegmentation_dl ⭐ 983

Resources of semantic segmantation based on Deep Learning model

Self Correction Human Parsing ⭐ 963

An out-of-box human parsing representation extractor.

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Deeplab_v3 ⭐ 797

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Efficientformer ⭐ 790

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Neural Network Compression Framework for enhanced OpenVINO™ inference

Light Weight Refinenet ⭐ 722

Light-Weight RefineNet for Real-Time Semantic Segmentation

Mobile Semantic Segmentation ⭐ 677

Real-Time Semantic Segmentation in Mobile device

Semantic Kitti Api ⭐ 665

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

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

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

Adaptsegnet ⭐ 586

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Tusimple Duc ⭐ 575

Understanding Convolution for Semantic Segmentation

Fastervit ⭐ 539

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

Human Segmentation Pytorch ⭐ 532

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

常用的语义分割架构结构综述以及代码复现

Deep_gcns ⭐ 525

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Awesome Computer Vision Models ⭐ 497

A list of popular deep learning models related to classification, segmentation and detection problems

Convcrf ⭐ 496

This repository contains the reference implementation for our proposed Convolutional CRFs.

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

Ddpm Segmentation ⭐ 466

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Pytorch Segmentation ⭐ 415

Pytorch for Segmentation

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Official PyTorch implementation of Fully Attentional Networks

Deeplabv3 ⭐ 388

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

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 UAV image segmentation.

Vitae Transformer Remote Sensing ⭐ 379

A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

Amazing Semantic Segmentation ⭐ 379

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

High-level batteries-included neural network training library for Pytorch

Satellite Imagery Datasets Containing Ships ⭐ 340

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

Remote Sensing Rvsa ⭐ 331

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Cascaded Fcn ⭐ 283

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) 🔥

Deeplabv3 Tensorflow ⭐ 277

Reimplementation of DeepLabV3

Superpoint_transformer ⭐ 276

[ICCV'23] Official PyTorch implementation of Superpoint Transformer introduced in "Efficient 3D Semantic Segmentation with Superpoint Transformer"

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Eye In The Sky ⭐ 248

Satellite Image Classification using semantic segmentation methods in deep learning

Self Driving Golf Cart ⭐ 246

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Enet Real Time Semantic Segmentation ⭐ 241

ENet - A Neural Net Architecture for real time Semantic Segmentation

Segmentation ⭐ 236

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Image Visualization Tools (object detection, semantic and instance segmentation)

Semantic Segmentation ⭐ 228

SOTA Semantic Segmentation Models in PyTorch

Adaptive_affinity_fields ⭐ 224

Adaptive Affinity Fields for Semantic Segmentation

Sarosperceptionkitti ⭐ 221

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

Pytorch_cpp ⭐ 215

Deep Learning sample programs using PyTorch in C++

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Vt Unet ⭐ 210

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Unet Pytorch ⭐ 206

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597

ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

Scancomplete ⭐ 199

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Deepviewagg ⭐ 195

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Fast Scnn Pytorch ⭐ 192

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

JSeg is a Semantic segmentation toolbox based on MMSegmentation and Jittor

Pixelnet ⭐ 188

The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

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