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Top 18 u-net open source projects

Yet Another Pixel Classifier (based on deep learning)

✭ 24

python deep-learning convolutional-neural-network u-net pixel-classifier

UNet-Tensorflow

A brief tensorflow implementation about UNet.

✭ 26

python tensorflow u-net

adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

✭ 50

python segmentation adversarial-examples u-net

[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images

✭ 30

python shell satellite-imagery 3d-reconstruction dsm u-net scene-refinement

U-Net for biomedical image segmentation

✭ 11

python pytorch mri-images sensitivity-analysis tensorboard-visualizations medical-image-processing u-net ct-scans cnn-visualization interpretable-network pytorch-graphs tensorboard-pytorch

U-Net-Satellite

Road Detection from satellite images using U-Net.

✭ 38

Jupyter Notebook deep-learning segmentation convolutional-neural-networks satellite-imagery u-net

Squeeze-unet Semantic Segmentation for embedded devices

✭ 21

python deep-learning keras semantic-segmentation u-net

PyTorch-Deep-Image-Steganography

A PyTorch implementation of image steganography utilizing deep convolutional neural networks

✭ 71

python deep-learning pytorch steganography convolutional-neural-networks u-net

基于pix2pix模型的动漫图片自动上色(keras实现) 2019-2-25

✭ 95

python deep-learning anime cv keras gan pix2pix u-net

Autonomous navigation for blind people

✭ 65

python C++opencv blind pytorch convolutional-neural-networks lane-detection blind-people u-net autonomous-navigation jetson-nano servo-motors ardunio-nano

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

✭ 77

python r computer-vision deep-learning tensorflow medical-imaging segmentation medical-image-processing infection lung-segmentation u-net medical-image-analysis pneumonia 3d-unet lung-disease covid-19 lung-lobes covid-19-ct healthcare-imaging

Brain-Tumor-Segmentation

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

✭ 125

python deep-learning keras mri attention-mechanism brats u-net brain-tumor-segmentation multi-view tensorflow2

This is the example implementation of UNet model for semantic segmentations

✭ 17

Jupyter Notebook python deep-learning medical-imaging semantic-segmentation u-net

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

An unofficial implementation of W-Net for crowd counting.

✭ 20

Jupyter Notebook python keras u-net crowd-counting w-net

deep learning edge detector based on U-net and BSDS 500 dataset

✭ 25

Jupyter Notebook python deep-learning edge-detection u-net

Fashion-Clothing-Parsing

FCN, U-Net models implementation in TensorFlow for fashion clothing parsing

✭ 29

python parsing fashion tensorflow segmentation fcn clothing semantic-segmentation fully-convolutional-networks u-net fashion-parsing clothing-parsing

Deep-Learning-liver-segmentation

Application of Deep Learning to the segmentation of medical images

✭ 39

Jupyter Notebook python computer-vision deep-learning tensorflow medical-imaging segmentation convolutional-neural-networks u-net

1-18 of 18 u-net projects