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Keras_Metrics

Some Metric Implementation in Keras (Such as Pearsons Correlation Coefficient, Mean Relative Error)

MultiResUNet

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

SAN

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

FullNet-varCE

Pytorch implementation of FullNet-varCE

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

nnUNet

densenet.pytorch

A PyTorch implementation of DenseNet.

CopyTranslator

Foreign language reading and translation assistant based on copy and translate.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

neovim

Vim-fork focused on extensibility and usability

NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

CapsNet-Visualization

🎆 A visualization of the CapsNet layers to better understand how it works

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

CAM

Class Activation Mapping

camelot

Camelot: PDF Table Extraction for Humans

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

medical-data

-U-Net-

SegAN

SegAN: Semantic Segmentation with Adversarial Learning

ConvLSTM-RAU-net

Spatial-temperal Prediction Model based on history observation and WRF numerical prediction

IVU-segment

Improved VGG-Unet model, which does segmentation and classification task of skin-lesion images.

SLSDeep

SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks

deep_segment

Segmentation of skin cancer images for submission to ISIC 2018 using deep learning. Base built on RECOD Titans' implementation.

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

UNet-Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

CNN-DICOM-Segmentation

DICOM Image Segmentation with CNNs in Tensorflow

medical_image_segmentation

Medical image segmentation ( Eye vessel segmentation)