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Search results for computer vision semantic segmentation

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191 search results found

Label Studio ⭐ 16,496

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

Labelme ⭐ 12,334

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

Cvat ⭐ 11,169

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.

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Super Gradients ⭐ 4,125

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

Semantic Segmentation Suite ⭐ 2,311

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

Minkowskiengine ⭐ 2,297

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

Iccv2023 Papers With Code ⭐ 2,045

ICCV 2023 论文和开源项目合集

Raster Vision ⭐ 1,956

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

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.

Randla Net ⭐ 1,128

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

Paddlevit ⭐ 951

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

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Pixellib ⭐ 828

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

Self Correction Human Parsing ⭐ 825

An out-of-box human parsing representation extractor.

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

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

Adaptsegnet ⭐ 586

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

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Awesome Computer Vision Models ⭐ 495

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

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Deeplabv3 ⭐ 388

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

Amazing Semantic Segmentation ⭐ 379

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

Convmae ⭐ 370

ConvMAE: Masked Convolution Meets Masked Autoencoders

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Pixel-wise segmentation on VOC2012 dataset using 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.

📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

Efficient Segmentation Networks ⭐ 323

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

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

Biformer ⭐ 288

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

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

Segmentation ⭐ 236

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Adaptive_affinity_fields ⭐ 224

Adaptive Affinity Fields for Semantic Segmentation

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

Fastseg ⭐ 209

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

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.

Fast Scnn Pytorch ⭐ 192

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

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

Fcn Semantic Segmentation ⭐ 181

Fully convolutional networks for semantic segmentation

Cocostuffapi ⭐ 173

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Computervisiondatasets ⭐ 168

Segsort ⭐ 157

SegSort: Segmentation by Discriminative Sorting of Segments

Adversarial Semisupervised Semantic Segmentation ⭐ 151

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Wb_color_augmenter ⭐ 147

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Food Recognition ⭐ 143

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

Automated Objects Removal Inpainter ⭐ 142

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos

Bmw Anonymization Api ⭐ 137

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

Cvpr 2022 Papers ⭐ 136

CVPR 2022 papers with code (论文及代码）

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

Tensorflow Advanced Segmentation Models ⭐ 125

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Semanticsegmentation ⭐ 122

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

Openvehiclevision ⭐ 118

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf

Paddlelabel ⭐ 111

飞桨智能标注，让标注快人一步

Resunetplusplus With Crf And Tta ⭐ 106

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Dise Domain Invariant Structure Extraction ⭐ 106

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Pytorch Fcn Easiest Demo ⭐ 97

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

People_segmentation ⭐ 97

Code for the model to segment people at the image

Adversarial Attacks ⭐ 95

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

Segmentation ⭐ 94

Tensorflow implementation : U-net and FCN with global convolution

Region Conv ⭐ 93

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"

Keras Icnet ⭐ 85

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

Open source Python library for building bioimage analysis pipelines

Realtime Semantic Segmentation ⭐ 84

Implementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js

Seggradcam ⭐ 83

SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping

"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Cvpr2021_plop ⭐ 75

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

Fully Convolutional Point Network ⭐ 73

Fully-Convolutional Point Networks for Large-Scale Point Clouds

Deeplab V3 ⭐ 72

Google DeepLab V3 for Image Semantic Segmentation

Utae Paps ⭐ 71

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

Awesome Computer Vision Resources ⭐ 70

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Semantic Mono Depth ⭐ 70

Geometry meets semantics for semi-supervised monocular depth estimation - ACCV 2018

Shapeconv ⭐ 69

ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation (ICCV 2021)

Auxilearn ⭐ 68

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

Road Semantic Segmentation ⭐ 64

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

Lyft Perception Challenge ⭐ 63

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]

[CoRL2022] CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Bmw Semantic Segmentation Inference Api Gpu Cpu ⭐ 54

This is a repository for a Semantic Segmentation inference API using the Gluoncv CV toolkit

Pixel Decoder ⭐ 53

A tool of running deep learning algorithms for semantic segmentation with satellite imagery

Head Segmentation ⭐ 52

👦 Human head semantic segmentation

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