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39 search results found

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Open Solution Mapping Challenge ⭐ 363

Open solution to the Mapping Challenge 🌎

Unext Pytorch ⭐ 359

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Holocron ⭐ 291

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

Pytorch Saltnet ⭐ 259

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Brain Tumor Segmentation ⭐ 248

Brain Tumor Segmentation done using U-Net Architecture.

2020 Cbms Doubleu Net ⭐ 207

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

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

Open Solution Data Science Bowl 2018 ⭐ 158

Open solution to the Data Science Bowl 2018

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

Open Solution Salt Identification ⭐ 120

Open solution to the TGS Salt Identification Challenge

Resunetplusplus With Crf And Tta ⭐ 106

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

Daeformer ⭐ 79

[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

Segmentation Of Teeth In Panoramic X Ray Image Using U Net ⭐ 75

The aim of this study is automatic semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model and binary image analysis in order to provide diagnostic information for the management of dental disorders, diseases, and conditions.

Open Solution Ship Detection ⭐ 58

Open solution to the Airbus Ship Detection Challenge

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

Multiclass Semantic Segmentation ⭐ 48

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Vesselsegmentation_eswa ⭐ 34

Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applications, Volume 112, 1 December 2018, Pages 229-242.

Contextual Attention Network: Transformer Meets U-Net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

[ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"

Unet Multiclass Pytorch ⭐ 20

Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation

Msgazenet ⭐ 18

This is the official implementation of our work entitled "Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning" (Currently under review)

Veincv Rl ⭐ 16

Near-Infrared-to-Visible Vein Imaging via Convolutional Neural Networks and Reinforcement Learning

Tensorflow_lite_segmentation_rpi_64 Bit ⭐ 14

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS

Implemenation of UNets for Lung Segmentation

Speech Enhancement ⭐ 12

An attempt to Vietnamese speech enhencement with U-net and Unet based ResNet

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

Automatic_background_removal ⭐ 10

A Web API for automatic background removal using Deep Learning.

Comparison of three U-Net architectures on the ISBI Challenge dataset. Keras/Tensorflow

Lane Detection ⭐ 8

Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data

Unet Segmentation Wolfram ⭐ 7

neural network for obtaining binarized mask for objects in grayscale images

Fetal Brain Segmentation ⭐ 7

Fully automatic technique for fetal brain segmentation using deep convolutional neural network

Spacenet7 Buildings Detection ⭐ 7

Building detection from the SpaceNet dataset using UNet.

Semantic Segmentation ⭐ 6

Semantic Segmentation for Urban Scene understanding - Cityscapes dataset

Cnn In Welding ⭐ 6

Detecting Faults and Measuring Severity in Welding using Radiographic Images

NuSeT: A Deep Learning Tool for Reliably Separating and Analyzing Crowded Cells

Low Grade Glioma Segmentation ⭐ 5

This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with Google Developers.

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