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palmprint-feature-extraction-techniques

Various palmprint feature extraction techniques: CompCode, Local Tetra Patterns, RLOC

physionet

A convolutional neural network to detect atrial fibrillation from a single-lead ECG

pix2pix-for-semantic-segmentation-of-satellite-images

The presented experiment aims at using Pix2Pix network to segment the building footprint from Satellite Images.

plotneuralnet

Latex code for making neural networks diagrams

practical-object-instance-recognition

A VGG practical on object instance recognition.

pranet

code for "PraNet: Parallel Reverse Attention Network for Polyp Segmentation" submit to MICCAI 2020

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pseudo_label_contrastive_training

Code for Pseudo label based contrastive learning joint training approach

py-hausdorff

Fast computation of Hausdorff distance in Python

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

python-textbook-companions

Repository to store all the Python Textbook Companions.

pytorch-ictm

A pytorch implementation of Geodesic Active Contour & Chan-Vese model on 2d/3d image solved with iterative convolution-thresholding method (ICTM).

pytorch-medical-classification

This repository is an unoffical PyTorch implementation of Medical classification in 2D and 3D.

pytorch-medical-segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

pytorch-patternnet

A PyTorch implementation of the PaternNet signal estimator / neural network explainer

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-unsupervised-segmentation-tip

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

ralis

Code for the paper "Reinforced Active Learning for Image Segmentation"

retina-unet

Retina blood vessel segmentation with a convolutional neural network

rl-medical

Deep Reinforcement Learning (DRL) agents applied to medical images

road_connectivity

Improved Road Connectivity by Joint Learning of Orientation and Segmentation (CVPR2019)

seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

segdgm_cnn

Segment Deep Gray Matter on QSM images using 3D CNN

segloss

A collection of loss functions for medical image segmentation

segmamba

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

segmenter

segtran

Medical Image Segmentation using Squeeze-and-Expansion Transformers

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

self-attention-gan