alyato

Awesome-Backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

awesome-skin-image-analysis-datasets

Datasets for skin image analysis

capstone1-skin-lesion-classifier

Experimental neural network to classify skin lesions from the HAM10k collection.

CIRCLe

CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirrror of https://github.com/arezou-pakzad/CIRCLe

coherent-cbe-skin

Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

DeepGuide

Deep Multimodal Guidance for Medical Image Classification: https://arxiv.org/pdf/2203.05683.pdf

EnTransfer_Skin

A new approach to skin lesion classification with EnTransfer CNN: https://ieeexplore.ieee.org/document/9599051/

FairDisCo

[ECCV ISIC Workshop 2022] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implementation)

HierAttn

Official implementation of Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention

keras-attention-mechanism

the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rather than timesteps in the origin project。

Metaheuristic-algorithm-based-hyper-parameters-optimization-for-skin-lesion-classification

Metaheuristic algorithm based hyper-parameters optimization for skin lesion classification

Monkeypox-Skin-Lesion-Detection-OpenCV-TensorFlow-Keras

This repository contains code and dataset for a multiclass image classification model to detect monkeypox using the ResNet50 architecture. The project focuses on classifying skin lesion images into different categories related to monkeypox, achieving 100% accuracy.

MRC_VFC

The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation

multimodal-skin-lesion-classification

Mutlimodality for skin lesions classification

skin-cancer-classification

skin-disease-classification

skin disease classification

skin-disease-detection-edge

Skin Disease Detection web app predict the skin disease from a single image in less than one second.

Skin-Lesion

Diagnosis of Dermoscopic Images using Multi-Sizing Ensemble-Based Deep Learning Method

skin-lesion-cad

Source code and reports for the "Skin Lesion Classification" challenge for the Computer Aided Diagnistucs course at the University of Girona for the MAIA programme.

Skin-lesion-classification

Skin lesion classification, using Keras and the ISIC 2020 dataset

Skin-Lesion-Classification-Analysis

Skin Lesion Classification Analysis: A Comparative Study

skin-lesion-pamper

Developed in Python using keras library, and classified the skin lesions using the CNN, trained end-to-end from images directly, using only pixels data.

Skin-Lesion-Segmentation-Classification

Terminal application to perform skin lesion segmentation & classification

Skin-lesions-classification

This repo includes classifier trained to distinct 7 type of skin lesions

Skin-Lesions-Detection-Deep-learning

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification on HAM10000 dataset largescale data.

Skin-Pigment-Analysis

Analyzing the human skin pigments to detect the disease which is causing that abnormality in the skin cells.

SkinCancerCapstone

Skin Cancer lesion classification using transfer learning

TFormer

The official implementation of "TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis"

transfuser_skin_lesion_classifier

Bi-modal cnn-transformer feature extractor with prototype decision tree classifier for accurate and explainable skin lesion diagnosis.