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 144 skin lesion diagnosis frameworks tracked. 1 score above 50 (established tier). The highest-rated is Michael-OvO/Skin-Burn-Detection-Classification at 50/100 with 309 stars.

Get all 144 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=skin-lesion-diagnosis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	Michael-OvO/Skin-Burn-Detection-Classification Highly Accurate and Efficient Burn detection and Classification trained with...	50	Established	309	Jupyter Notebook
2	aevri/mel Tools to help identify new and changing moles on the skin with the goal of...	48	Emerging	11	Python
3	Tirth27/Skin-Cancer-Classification-using-Deep-Learning Classify Skin cancer from the skin lesion images using Image classification....	48	Emerging	168	Jupyter Notebook
4	ImageMarkup/isic-archive International Skin Imaging Collaboration: Melanoma Project	41	Emerging	50	JavaScript
5	samhaswon/skin_segmentation This repository details the various methods I have attempted for skin segmentation.	41	Emerging	43	Python
6	Thomasbehan/LesNet LesNet (Lesion Net) is an open-source project for AI-based skin lesion...	40	Emerging	19	Python
7	lrsoenksen/SPL_UD_DL A reported 96,480 people were diagnosed with melanoma in the United States...	40	Emerging	34	Python
8	vrukshaliii/wecareforfurs This project aims to classify various types of dog skin diseases using deep...	39	Emerging	27	CSS
9	charanhu/Skin_Cancer_Detection_MNIST The dataset consists of 10015 dermatoscopic images which can serve as a...	38	Emerging	17	Jupyter Notebook
10	NadavIs56/Skin_Disease_AI A Python-based computer vision and AI system for skin disease recognition...	38	Emerging	125	PureBasic
11	sfu-mial/awesome-skin-image-analysis-datasets Datasets for skin image analysis	38	Emerging	54	—
12	datascisteven/Melanoma-Image-Classification Developing a Melanoma Detector with Neural Networks and Flask for Deployment	38	Emerging	13	Jupyter Notebook
13	vinit714/A-Recommendation-system-for-Facial-Skin-Care-using-Machine-Learning-Models Transforming skincare recommendations: our hybrid system combines KNN, CNN,...	37	Emerging	78	Jupyter Notebook
14	Faysal-MD/An-Interpretable-Deep-Learning-Approach-for-Skin-Cancer-Categorization-IEEE2023 Multiclass skin cancer detection using explainable AI for checking the...	37	Emerging	9	Jupyter Notebook
15	MahimaKhatri/Skin-Disease-Detection ML and signal processing model to process the skin issues into dryness and oiliness.	35	Emerging	41	Jupyter Notebook
16	Jaycee-404/Hybrid-Model-for-Skin-Disease-Classification-EfficientNetB0-and-ViT- A Hybrid Deep Learning Model using ViT and EfficientNetB0 for skin lesion...	33	Emerging	2	Python
17	leahuriarte/skinskan SkinSkan is a machine learning based web-app to identify skin lesions and...	33	Emerging	5	Jupyter Notebook
18	ogemarques/gan-skin-matlab Example of how to use MATLAB to generate synthetic images of skin lesions.	32	Emerging	5	—
19	MZimmermann-coder/SkinDetect_v2 SkinDetect is an app created to diagnose skin lesions, including the most...	32	Emerging	4	Dart
20	Tanishq-789/Skin-condition-analyzer An end-to-end full-stack web app that uses 📸 EfficientNetV2B0 to detect 6...	31	Emerging	7	Python
21	GPTAile/AI-Powered-Skin-Facial-Condition-Diagnosis-Mobile-Application 🧴 Detect facial skin types and conditions using AI, then receive tailored...	31	Emerging	1	JavaScript
22	aryashah2k/Automatic-Detection-Of-Lumpy-Skin-Disease-Using-Deep-Learning-Techniques Independent Research Project on Automatic Detection Of Lumpy Skin Disease...	31	Emerging	16	Jupyter Notebook
23	h-ssiqueira/SkinLesionAI Skin cancer detection using CNNs with data analysis.	30	Emerging	6	Jupyter Notebook
24	NAKULMAK05/DermaScanAI-Skin-Lesion-Classifier A comprehensive Deep Learning and NLP based Skin Lesion Classifier which...	29	Experimental	7	JavaScript
25	dspanah/Skin-Cancer-Detection-TransferLearning-Fastai-Android Deep learning based skin cancer detection for android devices with...	29	Experimental	7	Java
26	Defcon27/Skin-Cancer-Classification-using-Transfer-Learning In this paper, we have taken up the task of multi-class classification of...	29	Experimental	13	Jupyter Notebook
27	MartinKondor/SkinCancerDetection 🔍 Skin cancer detection with pretrained CNN ported to front-end.	29	Experimental	9	JavaScript
28	EdAlita/melanoma_deep_learning Melanoma Deep Learning Project: Leveraging the power of deep learning for...	29	Experimental	1	Jupyter Notebook
29	GiovanniIacuzzo/Esame-Machine-Learning Medical image classification of skin lesions using PyTorch and scikit-learn....	28	Experimental	12	Python
30	nehakalbande/skinmitra Skinmitra is a skincare application which helps physicians, radiologists and...	28	Experimental	9	Makefile
31	fanconic/dermAI Prototype for skin cancer detection app in Java, with Flask backend ...	28	Experimental	8	Java
32	ishubham21/infinity-skncure A web-based skin disease predictor that can predict over 10 skin diseases...	28	Experimental	8	JavaScript
33	Hrushi11/Real-TIme-Skin-Type-Detection This repository was a submission to Unscript hackthon 2022. Domain of AI/ML...	28	Experimental	11	Jupyter Notebook
34	Vidhyambika/Skin-cancer-Prediction Skin cancer prediction using input values for various parameters from Doctor	27	Experimental	1	Python
35	Arkadeep-sophoIITG/Skin-Disease-Classifier Lightweight Android Application to classify skin diseases upto 8 common skin...	27	Experimental	8	Java
36	KennethOdoh/Skin-Cancer-Classification-Using-AI This project aims to apply Artificial Intelligence in the detection and...	27	Experimental	6	Jupyter Notebook
37	eshaanmathakari/shrimpInfectionDetection Deep Learning algorithm to detect WSSV in shrimps	27	Experimental	5	Jupyter Notebook
38	Shrutigupta03/DermCareSolutions Project for skin disease detection.	26	Experimental	4	HTML
39	AnirudhJS07/Human-Skintone-B1 The objective of this project is to create a web portal that uses face...	26	Experimental	7	HTML
40	snigdhap2301/Skin-Cancer-Prediction Utilizing deep learning for accurate skin cancer prediction from lesion...	26	Experimental	7	Jupyter Notebook
41	sotoblanco/skin-cancer-detection skin lesion classified using TensorFlow	26	Experimental	4	Jupyter Notebook
42	Krisshvamsi/Skin-Disease-Identification-Using-Image-Analysis The project deals with Detecting skin diseases based on images. The model...	25	Experimental	7	Jupyter Notebook
43	micpana/AI-Powered-Skin-Facial-Condition-Diagnosis-Mobile-Application Cross-platform mobile app that detects facial skin type and conditions using...	25	Experimental	12	JavaScript
44	Bhuvan588/Skin-Disease-Prediction Predicting type of Skin Disease using CNN's . Deployed using Flask	25	Experimental	5	Jupyter Notebook
45	mgsandaruwan/shiny_spy About the ShineSpy app is designed to check the oiliness of our skin. Here...	24	Experimental	2	C++
46	MINOSai/SkinDoc Skin analysis and online assistance :hospital:	24	Experimental	3	Java
47	tamaraabuhawileh/ISIC-Skin-Cancer-Classification-And-Segmentation-Django-Web-App A web application using Django that allows users to submit skin photos for...	24	Experimental	5	JavaScript
48	tajwarabraraleef/Skin-Cancer-Diagnosis-Tool This UI lets users register an account along with their Doctor's...	24	Experimental	1	MATLAB
49	InfinityZero3000/Skincancer_classification AI-powered skin cancer detection system using HybridViT (CNN + CBAM + Vision...	23	Experimental	6	Jupyter Notebook
50	rakesh2604/Skin-disease-diagnosis A computer-aided diagnostic tool using EfficientNetB0 for classifying Acne,...	23	Experimental	2	TypeScript
51	gabrielebirri/ADAS ADAS is a research project to develop and distribute a CNN for melanoma...	23	Experimental	1	Jupyter Notebook
52	rjsayskaddu/Skin-Lesion-Classification-Analysis Skin Lesion Classification Analysis: A Comparative Study	23	Experimental	3	Jupyter Notebook
53	ola0x/Skin-Cancer-Image-Classification-Android Skin Cancer Image Classification in android. Model in the assets folder. Had...	23	Experimental	3	Java
54	AparGarg99/Melanoma-Detection-System Automated classification system based on deep learning to predict the...	23	Experimental	4	HTML
55	nabeelhayder/Automatic-Melanoma-Detection-using-Hybrid-Features-and-Machine-Learning-Models 🩺 Automate melanoma detection using hybrid features and machine learning for...	22	Experimental	—	Python
56	sagar-maru/Melanoma-Detection-Convolutional-Neural-Network Skin cancer, especially melanoma, is a leading cause of cancer-related...	22	Experimental	2	Jupyter Notebook
57	azarafath/Flutter-Skined Aplikasi deteksi penyakit kulit menggunakan AI. Dibuat untuk menyelesaikan...	22	Experimental	19	Dart
58	Deepika155302/Skin-Disease-Prediction-with-Cost-Estimation AI-based web application for skin disease prediction using deep learning,...	22	Experimental	—	—
59	kaveenSP/prettify A face beatification application focused on acne detection and removal using...	22	Experimental	2	Dart
60	naveennaidu/OCRA-App Oral Cancer Risk Assessment(OCRA) Android App	22	Experimental	2	Java
61	virginia-vrb9e/isic2019-skin-lesion-classification A deep learning model for skin lesion classification built using the 2019...	21	Experimental	—	—
62	Nanditha-Prabhu/dermacare This Arsenic Disease Detection Tool, Dermacare successfully utilizes the...	21	Experimental	1	JavaScript
63	erenisci/skin-cancer-detection Hierarchical multi-stage ensemble pipeline for skin lesion classification...	21	Experimental	—	Jupyter Notebook
64	FilipeLopesPires/SkinLesionClassifier Skin Lesion Classifier: a skin lesion analysis towards melanoma detection.	21	Experimental	1	TeX
65	GiRi908/oral-cancer-detection AI-powered Oral Cancer Detection using Deep Learning and Flask for early and...	21	Experimental	2	JavaScript
66	kakumarabhishek/Corrected-Skin-Image-Datasets Data quality analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets	21	Experimental	9	Jupyter Notebook
67	yamilemr/Automated-Classification-of-Second-and-Third-Degree-Burn-Images-Using-Convolutional-Neural-Networks This repository contains the implementation and experiments for the project...	21	Experimental	—	Jupyter Notebook
68	Vaibhav5012/ECLIPSE Standalone offline skin-cancer detection system built with Swin Transformer...	21	Experimental	2	Jupyter Notebook
69	asifahamed11/skin-lesion-classifier AI-powered skin lesion classifier using MobileNet + Flask. Detects 7...	21	Experimental	—	HTML
70	Mdyuzhev/medskin AI-powered skin lesion analysis PWA for early detection of skin conditions	21	Experimental	—	JavaScript
71	Het-07/Melanoma-Detection End-to-end deep learning pipeline for melanoma detection using U-Net...	20	Experimental	1	Jupyter Notebook
72	Artika-Sahu/AI-POWERED-SKIN-CANCER-DETECTION-USING-IMAGE-PROCESSING A deep learning–based skin cancer detection system using CNN and Keras. The...	20	Experimental	1	—
73	Mohamedsayed01/Skin_disease_classification A comprehensive deep learning-based system for the automated classification...	20	Experimental	1	Jupyter Notebook
74	wooyoungwoong-AI/Skin-burn-image-multi-classification-model The AI model recognizes burned wounds, determines their severity, and shows...	19	Experimental	12	Jupyter Notebook
75	fatimaazfar/EpiDetect MERN Stack Web Application "EpiDetect" which uses a fine-tuned ResNet50...	19	Experimental	3	JavaScript
76	N-Elmer/SKIN-CANCER-DETECTOR SKIN CANCER 🔬🧪DETECTION SYSTEM	19	Experimental	3	Jupyter Notebook
77	itsluckysharma01/Skin_Diseases_Detection_Using_Deep-Learning This project implements a deep learning solution for detecting and...	18	Experimental	3	Jupyter Notebook
78	rohit-kandelkar/Blood_Group_Prediction_Using_Fingerprint_patterns A CNN‑based system that classifies blood groups from fingerprint images,...	18	Experimental	1	Jupyter Notebook
79	RezaConz/CancerDetectionApp This is an application that I worked on during the Bangkit program. This is...	18	Experimental	2	Kotlin
80	rRagesh0/Skin-Care-Predictor Skin condition prediction and product recommendation: Multi head CNN with...	18	Experimental	1	Python
81	franceto/SkinDisease_DenseNet121 Densenet121 skin disease classification (PyTorch) + Streamlit demo	17	Experimental	6	Jupyter Notebook
82	JOYPAUL2001/Prognosis-AI An android application to classify 7 different types of skin cancers built...	17	Experimental	1	Kotlin
83	Eric-Oliveira-ds/leishticIA A study and solution to classifier wounds using images and Convolutional...	17	Experimental	1	Jupyter Notebook
84	franceto/SkinDisease_EfficientNet_B5 EfficientNet-B5 skin disease classification (PyTorch) + Streamlit demo	17	Experimental	6	Jupyter Notebook
85	rohit-kandelkar/ICATES-2025-Blood-Group-Paper Paper and presentation from ICATES 2025: A non-invasive, deep learning...	17	Experimental	—	—
86	amitabh-7t/Skin-Cancer-Detection-using-Deep-Learning Deep Learning based Skin Cancer Detection using multiple CNN architectures...	15	Experimental	2	Jupyter Notebook
87	Hardikasetiyawann/skin-disease-classification-cnn-svm Skin disease image classification using Convolutional Neural Network (CNN)...	15	Experimental	6	Python
88	yashvardhan20/Diabetic-foot-ulcer-smart-heal CNN-based Diabetic Foot Ulcer Classification & Treatment Recommendation...	14	Experimental	—	Jupyter Notebook
89	EmetullahEmine/glowly-internship-project AI-powered mobile app that analyzes skin types and provides personalized...	14	Experimental	1	—
90	Likky-stack/Vitamin-Deficiency-Detection Machine learning project that analyzes eye images to identify potential...	14	Experimental	—	CSS
91	Seetha4819/oralcancer oral cancer detection using efficientnet + svm	14	Experimental	—	Python
92	Purvesh-PJ/skin_disease_detection Skin disease detection using deep learning ensemble with React and Flask	14	Experimental	—	Jupyter Notebook
93	Abhineethk/Skin_Cancer_Detection Skin cancer detection using CNN and deep learning	14	Experimental	—	Jupyter Notebook
94	aghosh5/Prognosis-AI An android application to classify 7 different types of skin cancers...	14	Experimental	—	Kotlin
95	carlosbanda01/Proyecto-Deteccion-de-Melanoma-usando-CNN Proyecto Universitario de colaboracion multidisciplinaria centrado en la...	13	Experimental	—	Java
96	samruddhi2865/DermaDetect AI-powered MERN stack web application that predicts skin diseases from...	13	Experimental	—	JavaScript
97	yadavanujkumar/Skin-Cancer-Detection-Using-Deep-Learning This project focuses on skin cancer detection using advanced techniques such...	13	Experimental	—	Python
98	MahmoudNamNam/Skincare-Product-Recommendation An AI-powered solution that predicts skin type and concerns using deep...	13	Experimental	9	Python
99	SohamShinde160/Skin-disease-detection-using-DL-and-MERN-stack Developed a full-stack web application for skin disease detection using a...	13	Experimental	—	JavaScript
100	anushkaghanekar/neurodermai AI-powered Skin Disease Detection and Analysis System using Deep Learning	13	Experimental	—	JavaScript
101	dilnazuuuu/skin-lesion-classification Skin lesion classification using ResNet-18 on DermaMNIST (CS-UH 2220 Final Project)	13	Experimental	—	Jupyter Notebook
102	Alex3832/SCARS-site SCARSAI (Skin Cancer Automatic Ranking System) is a CNN image classification...	13	Experimental	—	HTML
103	mumarijaz2025-eng/MediVision-DL AI-assisted skin lesion classification system using PyTorch and MobileNetV3.	13	Experimental	—	Python
104	sandip-mondal-0248/SkinGlance-ModelAPI SkinGlance-ModelAPI is the backend for the SkinGlance app. It includes deep...	13	Experimental	—	Jupyter Notebook
105	torel00f/HAM10000-ConvNeXt-Small-Skin-Lesion-Classification 🩺 Classify skin lesions using the HAM10000 dataset with a ConvNeXt-Small...	13	Experimental	—	Jupyter Notebook
106	icai-uma/SLC_ShiftingEnsemble Skin lesion classification by ensembles of deep convolutional networks and...	13	Experimental	—	MATLAB
107	choirunnish/kankerkulit-resnet50 👨‍🎓 Proyek Skripsi : Deteksi Penyakit Kanker Kulit pada Citra Dermoskopi...	13	Experimental	—	Jupyter Notebook
108	siddhant-Ghosh30/skin_cancer_predictor This was for my Minor Specialization Thesis	13	Experimental	—	Jupyter Notebook
109	YFLooi/melanomaDetector DL4J machine learning model to predict chances that skin defects are...	13	Experimental	—	Java
110	Paeon-Tech/paeon-vision Monkeypox Skin Lesion Image Classification Application	13	Experimental	—	JavaScript
111	Nagashreemurthy21/Derma_mitra AI-assisted early skin risk awareness & referral system for rural communities.	13	Experimental	—	—
112	PuddingPotato/tongue-classification [Project] Classifies tongue images to detect normal conditions and potential...	13	Experimental	3	Jupyter Notebook
113	kevgogo/IA-SkinCare Proyecto de inteligencia artificial para clasificar imágenes de lesiones de...	13	Experimental	—	JavaScript
114	Ruthvik-7/Facial-Skin-Type-Classification Facial skin type classification (oily/dry/normal) using ResNet50 & VGG16...	13	Experimental	—	—
115	Ennsss/SkinAge AI-powered facial skin quality analysis — 7-zone scoring, concern heatmaps,...	13	Experimental	—	Python
116	basel-ay/Skin-Legions-Detection A flutter application for detecting skin cancer using deep learning.	13	Experimental	10	Jupyter Notebook
117	Vishwanath-06/SCC-ALAR SCC-ALAR: An experimental study on skin lesion classification using hybrid...	13	Experimental	—	Jupyter Notebook
118	saquib4u/DFU-Classification Diabetic Foot Ulcer Classification using Deep Learning to classify Diabetic...	12	Experimental	6	Jupyter Notebook
119	Tanmayee2010/Skin-Lesion-Detection Skin Lesion Detection Using Convolutional Neural Network	11	Experimental	2	Jupyter Notebook
120	kushagrathisside/Human-Skintone-Detection-Project Major Project for my 'Machine Learning' Internship with Verzeo. The machine...	11	Experimental	3	—
121	abhi-t11/Skin-Lesion-Classification_Group7_FinalProject Automated skin lesion classification using ResNet50 transfer learning on...	11	Experimental	—	MATLAB
122	AlexandruStahie/SkinLesSuggest Skin Les(ion) Suggest(ions)	11	Experimental	—	JavaScript
123	kakumarabhishek/LesionElevation [MICCAI ISIC 2024] Code for "Lesion Elevation Prediction from Skin Images...	11	Experimental	—	—
124	kashishmehra/PREDICURE Website for detecting the presence of skin disease (namely Acne, Melanoma,...	11	Experimental	—	—
125	paulapoley/App-Dermocheck Este proyecto, denominado app Dermocheck, se desarrolló durante el curso...	11	Experimental	—	Python
126	Tanwar-12/SKIN-DISORDER-DETECTION Skin disorders, such as acne and eczema, vary greatly in symptoms and...	11	Experimental	4	Jupyter Notebook
127	daniharmade/DaisyApps AI-powered app for detecting and identifying skin diseases through smart...	11	Experimental	1	Kotlin
128	THavryliak/Dr-Skin Skin disease recognition Android app using image classification.	11	Experimental	4	Kotlin
129	madahetooo/kidneyCancerDetector This application to detect kidney cancer.	11	Experimental	3	Java
130	AshaiReddy/Detecting-Melanoma-using-CNNs This repository uses Deep Learning methods to develop a neural network that...	11	Experimental	—	HTML
131	mpsych/melanoma Melanoma Predictor	11	Experimental	—	JavaScript
132	Sandarva-9304/skin-disease-detection-website-using-machine_learning This project includes a modern website built for skin disease detection...	11	Experimental	—	JavaScript
133	samisayed0611/Automated-Skin-Cancer-Classification-System Developed an automated classification system for melanoma detection using...	11	Experimental	—	Jupyter Notebook
134	AmirSorayaieAzar/MPD-DNN Monkeypox detection using deep neural networks	11	Experimental	—	—
135	abdulmoiz2k04/AI-Powered-Skin-Disease-Detection An advanced AI system that detects skin diseases from images and provides...	11	Experimental	—	Python
136	ValerioSpagnoli/Melanoma-Detector The project consist in a binary classification for melanoma detection....	11	Experimental	—	Jupyter Notebook
137	juanluiscarrillo/CV-Melanoma-Clasificator Computer Vision: Melanoma Clasificator	11	Experimental	—	—
138	muiz6/healthy_app Upload your picture to get stats about your skin and get suggestions for...	11	Experimental	—	Dart
139	pedroalexleite/Skin-Cancer-Classification-TL Deep learning models for skin lesion classification on HAM10000 dataset...	11	Experimental	—	Python
140	SiriYellu/DermaScan_AndroidApp 📱 AI-powered Android app for early skin cancer detection using dermoscopic...	10	Experimental	1	—
141	N1shkarsh-70/UrticaScanAI UrticaScan AI is a machine learning-powered web application designed to...	10	Experimental	1	JavaScript
142	Jakaria-Jihad/DermaCV This app may be able to detect skin disease using DL ANN model trained on...	10	Experimental	2	Kotlin
143	Partho4122/Skin-Lesion-Segmentation-Comparison-Web-application A Comparison Between 4 deep learning models for skin lesion segmentation comparison.	10	Experimental	1	—
144	alwinjose1/Skin_Disease_AI A Python-based computer vision and AI system for skin disease recognition...	10	Experimental	1	Python