Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: skin-lesions

LaurentVeyssier/Skin-Cancer-Classifier-Dermatologist-AI

Deep Neural network using CNN pre-trained model to visually diagnose between 3 types of skin lesions

Language: Jupyter Notebook - Size: 5.74 MB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 8 - Forks: 5

ablanco1950/SkinLesionDetection_Resnet_Pytorch

Detection of skin lesions (among 7 classes) using the file https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DBW86T and using the pytorch resnet model. The success rate for the specific test file (unseen data) that comes with the download file is 81.13%.

Language: Python - Size: 3.53 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

mohammed-amr/SkinLesionFeatureExtraction

Skin lesion feature extraction and classification.

Language: MATLAB - Size: 119 MB - Last synced: 3 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 2

anil-adepu/Melanoma-Classification-using-Knowledge-Distillation-for-Highly-Imbalanced-Data

Official code for the paper - "Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data".

Language: Jupyter Notebook - Size: 755 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

TaifQureshi/skin_cancer

Skin Cancer detection with help of CCN

Language: Python - Size: 7.59 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

AlexisMolinaMR/MedImageGAN

This repository contains an implementation of a DCGAN and a SNGAN for image generation. More precisely, it is dedicated to artificial image synthesis in the context of medical imaging data.

Language: Python - Size: 181 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

akaashsidhu/Skin-Cancer-Classification

This project aims to use a convolutional neural network (CNN) to classify 7 classes of skin lesions.

Language: Jupyter Notebook - Size: 8.83 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 14 - Forks: 7

TheLethargicOwl/Melanoma-Skin-Lesion-Classification

Melanoma Skin Cancer Classification using Pytorch and Web App using Streamlit

Language: Jupyter Notebook - Size: 15.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

deveshsangwan/Skin-lesions-classification

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

Language: Jupyter Notebook - Size: 962 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 3

AgaMiko/neural-based-data-augmentation

Improving generalization via style transfer-based data augmentation: Novel regularization method

Size: 3.11 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

Related Keywords
skin-lesions 10 skin-cancer 4 cnn 3 melanoma 3 image-classification 2 computer-vision 2 deep-learning 2 deep-neural-networks 2 python 2 vgg16 2 resnet-50 2 resnet-152 2 pytorch 2 medical-image-analysis 2 inception-v3 2 inception 2 ensemble-model 1 ham10000 1 harvard-dataverse 1 ensemble-machine-learning 1 ensemble-learning 1 convolutional-neural-networks 1 streamlit 1 hacktoberfest2020 1 cnn-classification 1 machine-learning 1 resnet 1 skin-lesion-classification 1 vgg 1 vgg19 1 xception 1 xception-model 1 data-augmentation 1 database 1 image-synthesis 1 paper 1 style-transfer 1 receiver-operating-characteristic 1 skin-images 1 skin-cancer-classification 1 vidir 1 lesions 1 matlab 1 segmentation 1 cost-sensitive-learning 1 deeplearning 1 efficientnet 1 isic-2020 1 knowledge-distillation 1 melanoma-classification 1 ai 1 image-processing 1 ml 1 dcgan 1 sngan 1 cnn-keras 1 transfer 1 hacktoberfest 1