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Top 108 unet open source projects

semantic segmentation pytorch 语义分割

✭ 70

python pytorch unet hed pspnet deeplab-v3-plus hf-fcn

Official code for ResUNetplusplus for medical image segmentation (TensorFlow implementation) (IEEE ISM)

✭ 69

python tensorflow attention image-segmentation unet residual-networks medical-image-segmentation conv2d aspp squeeze-and-excitation unet-model resunet resunet-plus-plus resunet-architecture

PyTorch-UNet

PyTorch Implementation for Segmentation and Saliency Prediction

✭ 21

python segmentation unet foreground-detection saliency-detection pytorch-unet foreground-segmentation

uformer-pytorch

Implementation of Uformer, Attention-based Unet, in Pytorch

✭ 54

python deep-learning artificial-intelligence transformer image-segmentation unet

Railroad and Obstacle detection

This program detect and identify obstacle on railway. If program detect some obstacle that train must stop, program gives you warning sign. This program Also estimate riskiness of obstacle how it is negligible or not. We provide many models to you to detect railways and obstacles.

✭ 14

Jupyter Notebook python deep-learning tensorflow railway faster-rcnn unet railroad obstacle-detection segmentation-model

TensorFlow-Advanced-Segmentation-Models

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

✭ 64

python computer-vision tensorflow segmentation fcn image-segmentation unet semantic-segmentation deeplab pspnet fpn segmentation-model segmentation-models hrnet danet ocnet cfnet acfnet ocrnet tensorflow-macos

unet

美发目标分割 + 染发展示

✭ 23

python c keras unet hair recolor

DDUnet-Modified-Unet-for-WMH-with-Dense-Dilate

WMH segmentaion with unet, dilated_unet, and with ideas from denseNet

✭ 23

python fcn unet semantic-segmentation biomedical-image-processing wmh

DE resnet unet hyb

Depth estimation from RGB images using fully convolutional neural networks.

✭ 40

python computer-vision deep-learning cnn pytorch artificial-intelligence neural-networks resnet unet depth-estimation nyu-depth-v2 nyu-depth

Depth estimation

Deep learning model to estimate the depth of image.

✭ 62

Jupyter Notebook python unet densenet-model depth-estimation mobilenetv2 monocular-depth-estimation

CFUN

Combining Faster R-CNN and U-net for efficient medical image segmentation

✭ 109

python efficient pytorch faster-rcnn unet medical-images

pytorch-Deep-Steganography

core code for High-Capacity Convolutional Video Steganography with Temporal Residual Modeling

✭ 31

python image cnn pytorch steganography unet

unet-pytorch

No description or website provided.

✭ 18

python pytorch segmentation unet

Image-Restoration

Image registration using pytorch

✭ 26

python unet image-registration image-restoration

onnx tensorrt project

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

✭ 145

C++python Cuda c mxnet pytorch unet darknet classify libtorch retinaface centernet centerface yolov4 yolov5 batch-inference yolor onnx-tensorrt yolox

unet pytorch

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

✭ 27

python pytorch unet semantic-segmentation unet-pytorch unet-image-segmentation torchvision

satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

✭ 43

Jupyter Notebook python unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow tensorflow-keras unet-segmentation keras-semantic-segmentation keras-segmentation tensorflow2-image-segmentation tensorflow2-unet

iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

✭ 35

python machine-learning deep-learning icons cnn pytorch unet colorization

fabric

Urban change model designed to identify changes across 2 timestamps

✭ 53

python Dockerfile shell deep-learning cnn pytorch satellite-imagery unet change-detection sentinel-2 unet-3d

prostate segmentation

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

✭ 28

python deep-learning keras cnn unet fully-convolutional-networks instance-segmentation prostate-structures

TensorMONK

A collection of deep learning models (PyTorch implemtation)

Brain-MRI-Segmentation

Smart India Hackathon 2019 project given by the Department of Atomic Energy

✭ 29

python machine-learning deep-learning tensorflow mri medical-imaging segmentation image-segmentation mri-images unet biomedical-image-processing brain-imaging brain-mri keras-tensorflow brain-tumor brain-tumor-segmentation

tiny-pix2pix

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

✭ 21

python generative-adversarial-network gan unet pix2pix patchgan pix2pix-model tinypix2pix

pixel-decoder

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

✭ 68

python Dockerfile deep-learning segmentation satellite-imagery nvidia-docker unet computervision encoder-decoder nerual-network label-maker pixel-decoder labelmaker

PyTorch-Segmentation-Zoo

A PyTorch collection of semantic segmentation tools.

✭ 33

python shell deep-learning remote-sensing image-segmentation unet

caffe-unet-docker

The U-Net Segmentation server (caffe_unet) for Docker

✭ 25

shell Makefile docker caffe unet unet-3d unet-image-segmentation

Brainy

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

✭ 29

python HTML flask deep-learning mri medical-imaging segmentation unet brain-imaging keras-tensorflow brain-tumor-segmentation skillenza paniit brain-tumour

segmentation-enhanced-resunet

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

✭ 34

Jupyter Notebook python computer-vision image-processing segmentation unet residual-networks building-extraction

Unets

Implemenation of UNets for Lung Segmentation

✭ 18

python deep-learning keras image-processing unet xray data-augmentation unet-image-segmentation unet-keras

open-solution-ship-detection

Open solution to the Airbus Ship Detection Challenge

✭ 54

python Jupyter Notebook data-science machine-learning deep-neural-networks deep-learning neptune pytorch kaggle open-science kaggle-competition unet python35 neptune-framework pytorch-implmention unet-image-segmentation

R Unet

Video prediction using lstm and unet

✭ 25

python video prediction lstm unet

lowLightImageEnhancement

Low Light Image Enhancement

✭ 23

python computer-vision deep-learning keras unet low-light

celldetection

Cell Detection with PyTorch.

✭ 44

python deep-learning pytorch object-detection unet semantic-segmentation cell-segmentation cpn instance-segmentation mask-rcnn cell-detection fpn cell-counting celldetection

SmaAt-UNet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

✭ 112

python convolutional-neural-networks weather-forecast unet unet-pytorch precipitation-nowcasting

dl-agriculture

Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures

✭ 19

python deep-learning unet center-pivot-irrigation-systems planted-forests rural-infrastructures

LibtorchTutorials

This is a code repository for pytorch c++ (or libtorch) tutorial.

✭ 463

C++c QMake pytorch vgg classification segmentation resnet unet tutorial-code libtorch pytorch-cpp yolov4 yolov4-tiny

pytorch-UNet

2D and 3D UNet implementation in PyTorch.

✭ 107

python deep-neural-networks deep-learning pytorch convolutional-neural-networks unet semantic-segmentation

unity-drones-multiplayer

Enable multiple players to connect to the same enrironment (UNET), fly a drone, and watch others fly their drones

✭ 30

C#ShaderLab docker kubernetes unity azure drones unet

Unet2d

Medical Image Ceil Segment

✭ 53

python tensorflow unet imagesegmentation

EfficientUNetPlusPlus

Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.

✭ 37

python deep-learning pytorch segmentation unet medical-image-segmentation efficientnet unetplusplus efficientunetplusplus

3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

✭ 78

python cross-validation pytorch unet semantic-segmentation volumetric-data 3d-segmentation pytorch-implementation 3d-unet

unet

this is a simple demo for image segmentation.----unet网络进行语义分割的demo，用的数据集是KITTI

✭ 89

python keras rgb unet

lung-segmentation

Lung segmentation for chest X-Ray images