Skin Lesion Diagnosis ML Frameworks
AI systems for automated classification and detection of skin diseases and skin cancer from dermoscopic or photographic images. Includes web apps, mobile deployments, and clinical decision support tools. Does NOT include oral cancer, tongue disease, or other non-dermatological lesion detection systems.
There are 117 skin lesion diagnosis frameworks tracked. The highest-rated is Michael-OvO/Skin-Burn-Detection-Classification at 43/100 with 309 stars.
Get all 117 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Michael-OvO/Skin-Burn-Detection-Classification
Highly Accurate and Efficient Burn detection and Classification trained with... |
|
Emerging |
| 2 |
Tirth27/Skin-Cancer-Classification-using-Deep-Learning
Classify Skin cancer from the skin lesion images using Image classification.... |
|
Emerging |
| 3 |
aevri/mel
Tools to help identify new and changing moles on the skin with the goal of... |
|
Emerging |
| 4 |
samhaswon/skin_segmentation
This repository details the various methods I have attempted for skin segmentation. |
|
Emerging |
| 5 |
ImageMarkup/isic-archive
International Skin Imaging Collaboration: Melanoma Project |
|
Emerging |
| 6 |
Thomasbehan/LesNet
LesNet (Lesion Net) is an open-source project for AI-based skin lesion... |
|
Emerging |
| 7 |
lrsoenksen/SPL_UD_DL
A reported 96,480 people were diagnosed with melanoma in the United States... |
|
Emerging |
| 8 |
vrukshaliii/wecareforfurs
This project aims to classify various types of dog skin diseases using deep... |
|
Emerging |
| 9 |
datascisteven/Melanoma-Image-Classification
Developing a Melanoma Detector with Neural Networks and Flask for Deployment |
|
Emerging |
| 10 |
sfu-mial/awesome-skin-image-analysis-datasets
Datasets for skin image analysis |
|
Emerging |
| 11 |
NadavIs56/Skin_Disease_AI
A Python-based computer vision and AI system for skin disease recognition... |
|
Emerging |
| 12 |
charanhu/Skin_Cancer_Detection_MNIST
The dataset consists of 10015 dermatoscopic images which can serve as a... |
|
Emerging |
| 13 |
Faysal-MD/An-Interpretable-Deep-Learning-Approach-for-Skin-Cancer-Categorization-IEEE2023
Multiclass skin cancer detection using explainable AI for checking the... |
|
Emerging |
| 14 |
vinit714/A-Recommendation-system-for-Facial-Skin-Care-using-Machine-Learning-Models
Transforming skincare recommendations: our hybrid system combines KNN, CNN,... |
|
Emerging |
| 15 |
MahimaKhatri/Skin-Disease-Detection
ML and signal processing model to process the skin issues into dryness and oiliness. |
|
Experimental |
| 16 |
GPTAile/AI-Powered-Skin-Facial-Condition-Diagnosis-Mobile-Application
🧴 Detect facial skin types and conditions using AI, then receive tailored... |
|
Experimental |
| 17 |
leahuriarte/skinskan
SkinSkan is a machine learning based web-app to identify skin lesions and... |
|
Experimental |
| 18 |
NAKULMAK05/DermaScanAI-Skin-Lesion-Classifier
A comprehensive Deep Learning and NLP based Skin Lesion Classifier which... |
|
Experimental |
| 19 |
Jaycee-404/Hybrid-Model-for-Skin-Disease-Classification-EfficientNetB0-and-ViT-
A Hybrid Deep Learning Model using ViT and EfficientNetB0 for skin lesion... |
|
Experimental |
| 20 |
ogemarques/gan-skin-matlab
Example of how to use MATLAB to generate synthetic images of skin lesions. |
|
Experimental |
| 21 |
MZimmermann-coder/SkinDetect_v2
SkinDetect is an app created to diagnose skin lesions, including the most... |
|
Experimental |
| 22 |
Tanishq-789/Skin-condition-analyzer
An end-to-end full-stack web app that uses 📸 EfficientNetV2B0 to detect 6... |
|
Experimental |
| 23 |
aryashah2k/Automatic-Detection-Of-Lumpy-Skin-Disease-Using-Deep-Learning-Techniques
Independent Research Project on Automatic Detection Of Lumpy Skin Disease... |
|
Experimental |
| 24 |
gabrielebirri/ADAS
ADAS is a research project to develop and distribute a CNN for melanoma... |
|
Experimental |
| 25 |
h-ssiqueira/SkinLesionAI
Skin cancer detection using CNNs with data analysis. |
|
Experimental |
| 26 |
InfinityZero3000/Skincancer_classification
AI-powered skin cancer detection system using HybridViT (CNN + CBAM + Vision... |
|
Experimental |
| 27 |
EdAlita/melanoma_deep_learning
Melanoma Deep Learning Project: Leveraging the power of deep learning for... |
|
Experimental |
| 28 |
asifahamed11/skin-lesion-classifier
AI-powered skin lesion classifier using MobileNet + Flask. Detects 7... |
|
Experimental |
| 29 |
erenisci/skin-cancer-detection
Hierarchical multi-stage ensemble pipeline for skin lesion classification... |
|
Experimental |
| 30 |
tajwarabraraleef/Skin-Cancer-Diagnosis-Tool
This UI lets users register an account along with their Doctor's... |
|
Experimental |
| 31 |
Defcon27/Skin-Cancer-Classification-using-Transfer-Learning
In this paper, we have taken up the task of multi-class classification of... |
|
Experimental |
| 32 |
Deepika155302/Skin-Disease-Prediction-with-Cost-Estimation
AI-based web application for skin disease prediction using deep learning,... |
|
Experimental |
| 33 |
GiovanniIacuzzo/Esame-Machine-Learning
Medical image classification of skin lesions using PyTorch and scikit-learn.... |
|
Experimental |
| 34 |
dspanah/Skin-Cancer-Detection-TransferLearning-Fastai-Android
Deep learning based skin cancer detection for android devices with... |
|
Experimental |
| 35 |
MartinKondor/SkinCancerDetection
🔍 Skin cancer detection with pretrained CNN ported to front-end. |
|
Experimental |
| 36 |
nabeelhayder/Automatic-Melanoma-Detection-using-Hybrid-Features-and-Machine-Learning-Models
🩺 Automate melanoma detection using hybrid features and machine learning for... |
|
Experimental |
| 37 |
rakesh2604/Skin-disease-diagnosis
A computer-aided diagnostic tool using EfficientNetB0 for classifying Acne,... |
|
Experimental |
| 38 |
nehakalbande/skinmitra
Skinmitra is a skincare application which helps physicians, radiologists and... |
|
Experimental |
| 39 |
ishubham21/infinity-skncure
A web-based skin disease predictor that can predict over 10 skin diseases... |
|
Experimental |
| 40 |
snigdhap2301/Skin-Cancer-Prediction
Utilizing deep learning for accurate skin cancer prediction from lesion... |
|
Experimental |
| 41 |
fanconic/dermAI
Prototype for skin cancer detection app in Java, with Flask backend ... |
|
Experimental |
| 42 |
Hrushi11/Real-TIme-Skin-Type-Detection
This repository was a submission to Unscript hackthon 2022. Domain of AI/ML... |
|
Experimental |
| 43 |
eshaanmathakari/shrimpInfectionDetection
Deep Learning algorithm to detect WSSV in shrimps |
|
Experimental |
| 44 |
Arkadeep-sophoIITG/Skin-Disease-Classifier
Lightweight Android Application to classify skin diseases upto 8 common skin... |
|
Experimental |
| 45 |
KennethOdoh/Skin-Cancer-Classification-Using-AI
This project aims to apply Artificial Intelligence in the detection and... |
|
Experimental |
| 46 |
Vidhyambika/Skin-cancer-Prediction
Skin cancer prediction using input values for various parameters from Doctor |
|
Experimental |
| 47 |
yamilemr/Automated-Classification-of-Second-and-Third-Degree-Burn-Images-Using-Convolutional-Neural-Networks
This repository contains the implementation and experiments for the project... |
|
Experimental |
| 48 |
sotoblanco/skin-cancer-detection
skin lesion classified using TensorFlow |
|
Experimental |
| 49 |
AnirudhJS07/Human-Skintone-B1
The objective of this project is to create a web portal that uses face... |
|
Experimental |
| 50 |
Shrutigupta03/DermCareSolutions
Project for skin disease detection. |
|
Experimental |
| 51 |
Mdyuzhev/medskin
AI-powered skin lesion analysis PWA for early detection of skin conditions |
|
Experimental |
| 52 |
micpana/AI-Powered-Skin-Facial-Condition-Diagnosis-Mobile-Application
Cross-platform mobile app that detects facial skin type and conditions using... |
|
Experimental |
| 53 |
virginia-vrb9e/isic2019-skin-lesion-classification
A deep learning model for skin lesion classification built using the 2019... |
|
Experimental |
| 54 |
Krisshvamsi/Skin-Disease-Identification-Using-Image-Analysis
The project deals with Detecting skin diseases based on images. The model... |
|
Experimental |
| 55 |
Bhuvan588/Skin-Disease-Prediction
Predicting type of Skin Disease using CNN's . Deployed using Flask |
|
Experimental |
| 56 |
Vaibhav5012/ECLIPSE
Standalone offline skin-cancer detection system built with Swin Transformer... |
|
Experimental |
| 57 |
tamaraabuhawileh/ISIC-Skin-Cancer-Classification-And-Segmentation-Django-Web-App
A web application using Django that allows users to submit skin photos for... |
|
Experimental |
| 58 |
mgsandaruwan/shiny_spy
About the ShineSpy app is designed to check the oiliness of our skin. Here... |
|
Experimental |
| 59 |
MINOSai/SkinDoc
Skin analysis and online assistance :hospital: |
|
Experimental |
| 60 |
GiRi908/oral-cancer-detection
AI-powered Oral Cancer Detection using Deep Learning and Flask for early and... |
|
Experimental |
| 61 |
rjsayskaddu/Skin-Lesion-Classification-Analysis
Skin Lesion Classification Analysis: A Comparative Study |
|
Experimental |
| 62 |
Artika-Sahu/AI-POWERED-SKIN-CANCER-DETECTION-USING-IMAGE-PROCESSING
A deep learning–based skin cancer detection system using CNN and Keras. The... |
|
Experimental |
| 63 |
Mohamedsayed01/Skin_disease_classification
A comprehensive deep learning-based system for the automated classification... |
|
Experimental |
| 64 |
AparGarg99/Melanoma-Detection-System
Automated classification system based on deep learning to predict the... |
|
Experimental |
| 65 |
Het-07/Melanoma-Detection
End-to-end deep learning pipeline for melanoma detection using U-Net... |
|
Experimental |
| 66 |
ola0x/Skin-Cancer-Image-Classification-Android
Skin Cancer Image Classification in android. Model in the assets folder. Had... |
|
Experimental |
| 67 |
azarafath/Flutter-Skined
Aplikasi deteksi penyakit kulit menggunakan AI. Dibuat untuk menyelesaikan... |
|
Experimental |
| 68 |
naveennaidu/OCRA-App
Oral Cancer Risk Assessment(OCRA) Android App |
|
Experimental |
| 69 |
rohit-kandelkar/ICATES-2025-Blood-Group-Paper
Paper and presentation from ICATES 2025: A non-invasive, deep learning... |
|
Experimental |
| 70 |
EmetullahEmine/glowly-internship-project
AI-powered mobile app that analyzes skin types and provides personalized... |
|
Experimental |
| 71 |
sagar-maru/Melanoma-Detection-Convolutional-Neural-Network
Skin cancer, especially melanoma, is a leading cause of cancer-related... |
|
Experimental |
| 72 |
kaveenSP/prettify
A face beatification application focused on acne detection and removal using... |
|
Experimental |
| 73 |
franceto/SkinDisease_DenseNet121
Densenet121 skin disease classification (PyTorch) + Streamlit demo |
|
Experimental |
| 74 |
franceto/SkinDisease_EfficientNet_B5
EfficientNet-B5 skin disease classification (PyTorch) + Streamlit demo |
|
Experimental |
| 75 |
itsluckysharma01/Skin_Diseases_Detection_Using_Deep-Learning
This project implements a deep learning solution for detecting and... |
|
Experimental |
| 76 |
kakumarabhishek/Corrected-Skin-Image-Datasets
Data quality analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets |
|
Experimental |
| 77 |
yashvardhan20/Diabetic-foot-ulcer-smart-heal
CNN-based Diabetic Foot Ulcer Classification & Treatment Recommendation... |
|
Experimental |
| 78 |
Seetha4819/oralcancer
oral cancer detection using efficientnet + svm |
|
Experimental |
| 79 |
Likky-stack/Vitamin-Deficiency-Detection
Machine learning project that analyzes eye images to identify potential... |
|
Experimental |
| 80 |
anushkaghanekar/neurodermai
AI-powered Skin Disease Detection and Analysis System using Deep Learning |
|
Experimental |
| 81 |
Purvesh-PJ/skin_disease_detection
Skin disease detection using deep learning ensemble with React and Flask |
|
Experimental |
| 82 |
FilipeLopesPires/SkinLesionClassifier
Skin Lesion Classifier: a skin lesion analysis towards melanoma detection. |
|
Experimental |
| 83 |
Ennsss/SkinAge
AI-powered facial skin quality analysis — 7-zone scoring, concern heatmaps,... |
|
Experimental |
| 84 |
torel00f/HAM10000-ConvNeXt-Small-Skin-Lesion-Classification
🩺 Classify skin lesions using the HAM10000 dataset with a ConvNeXt-Small... |
|
Experimental |
| 85 |
Abhineethk/Skin_Cancer_Detection
Skin cancer detection using CNN and deep learning |
|
Experimental |
| 86 |
Nanditha-Prabhu/dermacare
This Arsenic Disease Detection Tool, Dermacare successfully utilizes the... |
|
Experimental |
| 87 |
hadeeralkady/Skin-Lesion-Detection-using-YOLOv8
This project presents an end-to-end deep learning pipeline for detecting... |
|
Experimental |
| 88 |
fatimaazfar/EpiDetect
MERN Stack Web Application "EpiDetect" which uses a fine-tuned ResNet50... |
|
Experimental |
| 89 |
wooyoungwoong-AI/Skin-burn-image-multi-classification-model
The AI model recognizes burned wounds, determines their severity, and shows... |
|
Experimental |
| 90 |
rohit-kandelkar/Blood_Group_Prediction_Using_Fingerprint_patterns
A CNN‑based system that classifies blood groups from fingerprint images,... |
|
Experimental |
| 91 |
rRagesh0/Skin-Care-Predictor
Skin condition prediction and product recommendation: Multi head CNN with... |
|
Experimental |
| 92 |
N-Elmer/SKIN-CANCER-DETECTOR
SKIN CANCER 🔬🧪DETECTION SYSTEM |
|
Experimental |
| 93 |
aghosh5/Prognosis-AI
An android application to classify 7 different types of skin cancers... |
|
Experimental |
| 94 |
yadavanujkumar/Skin-Cancer-Detection-Using-Deep-Learning
This project focuses on skin cancer detection using advanced techniques such... |
|
Experimental |
| 95 |
sandip-mondal-0248/SkinGlance-ModelAPI
SkinGlance-ModelAPI is the backend for the SkinGlance app. It includes deep... |
|
Experimental |
| 96 |
Ruthvik-7/Facial-Skin-Type-Classification
Facial skin type classification (oily/dry/normal) using ResNet50 & VGG16... |
|
Experimental |
| 97 |
siddhant-Ghosh30/skin_cancer_predictor
This was for my Minor Specialization Thesis |
|
Experimental |
| 98 |
Hardikasetiyawann/skin-disease-classification-cnn-svm
Skin disease image classification using Convolutional Neural Network (CNN)... |
|
Experimental |
| 99 |
Alex3832/SCARS-site
SCARSAI (Skin Cancer Automatic Ranking System) is a CNN image classification... |
|
Experimental |
| 100 |
kevgogo/IA-SkinCare
Proyecto de inteligencia artificial para clasificar imágenes de lesiones de... |
|
Experimental |
| 101 |
samruddhi2865/DermaDetect
AI-powered MERN stack web application that predicts skin diseases from... |
|
Experimental |
| 102 |
SohamShinde160/Skin-disease-detection-using-DL-and-MERN-stack
Developed a full-stack web application for skin disease detection using a... |
|
Experimental |
| 103 |
skintwin-ai/skintwin-asi
SkinTwin-ASI: AI-driven beauty-tech ecosystem with cognitive architecture |
|
Experimental |
| 104 |
mumarijaz2025-eng/MediVision-DL
AI-assisted skin lesion classification system using PyTorch and MobileNetV3. |
|
Experimental |
| 105 |
icai-uma/SLC_ShiftingEnsemble
Skin lesion classification by ensembles of deep convolutional networks and... |
|
Experimental |
| 106 |
pedroalexleite/Skin-Cancer-Classification-TL
Deep learning models for skin lesion classification on HAM10000 dataset... |
|
Experimental |
| 107 |
dilnazuuuu/skin-lesion-classification
Skin lesion classification using ResNet-18 on DermaMNIST (CS-UH 2220 Final Project) |
|
Experimental |
| 108 |
YFLooi/melanomaDetector
DL4J machine learning model to predict chances that skin defects are... |
|
Experimental |
| 109 |
carlosbanda01/Proyecto-Deteccion-de-Melanoma-usando-CNN
Proyecto Universitario de colaboracion multidisciplinaria centrado en la... |
|
Experimental |
| 110 |
Paeon-Tech/paeon-vision
Monkeypox Skin Lesion Image Classification Application |
|
Experimental |
| 111 |
RezaConz/CancerDetectionApp
This is an application that I worked on during the Bangkit program. This is... |
|
Experimental |
| 112 |
Nagashreemurthy21/Derma_mitra
AI-assisted early skin risk awareness & referral system for rural communities. |
|
Experimental |
| 113 |
choirunnish/kankerkulit-resnet50
👨🎓 Proyek Skripsi : Deteksi Penyakit Kanker Kulit pada Citra Dermoskopi... |
|
Experimental |
| 114 |
Vishwanath-06/SCC-ALAR
SCC-ALAR: An experimental study on skin lesion classification using hybrid... |
|
Experimental |
| 115 |
Pvpres/SkinSight
🧖🏼♂️ SkinSight – AI that sees your skin like a pro. Automatically detects... |
|
Experimental |
| 116 |
Eric-Oliveira-ds/leishticIA
A study and solution to classifier wounds using images and Convolutional... |
|
Experimental |
| 117 |
JOYPAUL2001/Prognosis-AI
An android application to classify 7 different types of skin cancers built... |
|
Experimental |