Plant Leaf Disease Detection ML Frameworks

Tools for detecting and classifying diseases in plant leaves using computer vision and deep learning models. Includes web applications for real-time image classification and disease diagnosis. Does NOT include crop yield prediction, plant stress forecasting (water/nutrient), or general plant health monitoring systems without disease classification.

There are 59 plant leaf disease detection frameworks tracked. 1 score above 50 (established tier). The highest-rated is shukur-alom/leaf-diseases-detect at 58/100 with 129 stars.

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#	Framework	Score	Tier	Stars	Language
1	shukur-alom/leaf-diseases-detect AI leaf disease detection system with FastAPI + Streamlit using Llama Vision...	58	Established	129	Python
2	codebasics/potato-disease-classification Potato Disease Classification - Training, Rest APIs, and Frontend to test.	43	Emerging	265	Jupyter Notebook
3	georgemuriithi/tomato-disease-detection This is an end-to-end project in the agricultural domain. A Convolutional...	39	Emerging	23	Jupyter Notebook
4	manabil/Dectma A web application to detect diseases in tomatoes through image detection on...	38	Emerging	11	Jupyter Notebook
5	Luissalazarsalinas/Corn-Leaf-Diseases-Detection Corn leaf diseases detection App built with Tensorflow, Keras and Streamlit	35	Emerging	5	Jupyter Notebook
6	collinswakholi/Potato-defect-detection The project is about detecting defects on potatoes using RGB images and a...	34	Emerging	3	Jupyter Notebook
7	vinodbavage31/RiceLeaf-disease-detection A Deep Learning project using Transfer Learning (EfficientNet) and Data...	34	Emerging	7	Jupyter Notebook
8	gopiashokan/Potato-Disease-Classification-using-Deep-Learning Developed a deep learning model using TensorFlow and Convolutional Neural...	34	Emerging	6	Jupyter Notebook
9	smaranjitghose/corn_pathology_ai Analysis of various Deep Learning architectures for the detection of Corn🌽...	33	Emerging	5	—
10	KHLVN/potato-health-web-app Web-based application for utilizing trained deep learning model (VGG-16) for...	30	Emerging	1	JavaScript
11	rifqinvnd/Rice-Disease-Prediction-Application Rice Disease Detection application to detect diseases that often attack rice...	28	Experimental	22	Jupyter Notebook
12	MHassaanButt/Rice-Disease-Classfication In this project, I used Hybrid deep CNN transfer learning on rice plant...	28	Experimental	11	Jupyter Notebook
13	Amazing-Long/Rice-Leaf-Disease-Image-Recognition-System 《基于多特征融合的稻叶病图像识别系统》...	27	Experimental	14	MATLAB
14	Raghava716/Palm-leaf-disease-detection A Streamlit-based web application that detects palm leaf diseases using a...	27	Experimental	5	Python
15	ronylpatil/Potato-Leaf-Disease-Classification-WebApp Built a Potato Leaf Disease Classifier web app using Streamlit and deployed...	27	Experimental	6	Jupyter Notebook
16	BoubaAhmed/corn-disease-detection Deep learning project to detect corn leaf diseases using a CNN model with a...	26	Experimental	1	Jupyter Notebook
17	krishnaura45/PotatoLife 🥔Potato Disease Detection 📸Image Processing 🧮Custom CNN 🌐FastAPI & Streamlit	25	Experimental	3	Jupyter Notebook
18	Team-Chorotega/Potato-Assessment-Application This application is being developed for Washington State University...	24	Experimental	1	Java
19	chethanhn29/Rice-Leaf-disease-detection To detect rice leaf disease by image using CNN	24	Experimental	5	Jupyter Notebook
20	somenath203/tomato-leaf-disease-classification-ten-classes Click below to checkout the website	24	Experimental	3	Jupyter Notebook
21	tinsaeabreham45/potato_detection Potato health classifier for potato automatic slicer machine	23	Experimental	2	Jupyter Notebook
22	Shresth-Agarwal/Plant-Disease-Detection This Streamlit app uses a YOLOv11 model to detect plant diseases from leaf...	23	Experimental	2	Jupyter Notebook
23	TroyMoses/potato-disease-detection-webapp Plant disease detection web app	22	Experimental	1	TypeScript
24	mirzayasirabdullahbaig07/Rice-Disease-Prediction-Model The model is trained using a Convolutional Neural Network (CNN) on a dataset...	22	Experimental	14	Python
25	Faheem8585/plant_disease_detection 🌿 AI-powered plant disease detection system using MobileNetV2 transfer...	22	Experimental	3	Python
26	VIVPM/tomato-disease-classification Tomato Disease Classification - Training, Rest APIs, and Frontend to test.	21	Experimental	—	Jupyter Notebook
27	Shourav-Deb/Rice-Vision 🌾A modern deep-learning workspace for rice variety recognition using two...	21	Experimental	—	—
28	PawarMukesh/RiceLeaf-Disease-Detector The image data of rice leaf disease total 120jpg images with 3 classes...	21	Experimental	9	Jupyter Notebook
29	Akshint0407/Plant-Disease-Detection-System This project is a Streamlit-based web application that uses a deep learning...	20	Experimental	5	Jupyter Notebook
30	Srujanrana07/Potato-disease-classification This project aims to develop an automated potato disease classification...	19	Experimental	4	Jupyter Notebook
31	Akshint0407/Rice-Classification-Model This application utilizes a machine learning model to classify rice...	19	Experimental	4	Jupyter Notebook
32	bhuvansun/rice-classification DL model for classifying rice grains	19	Experimental	3	Jupyter Notebook
33	HChandeepa/Common_Rice_Disease_Detector Common Rice Diseases Detector	18	Experimental	2	Jupyter Notebook
34	vinodbavage31/riceleaf-detection Frontend implementation of the Rice Leaf Disease Detection project. This...	17	Experimental	5	TypeScript
35	anmspro/Rice-Leaf-Disease-Prediction-System Rice Leaf Disease Prediction System using Deep Learning, specifically...	16	Experimental	1	HTML
36	MainakVerse/Tomato-Doctor By leveraging artificial intelligence and computer vision, we aim to help...	15	Experimental	14	Jupyter Notebook
37	TroyMoses/potato-disease-detection Plant disease detection mobile app	14	Experimental	1	TypeScript
38	kartikMishra15/potato-disease-classification-fastapi-docker Deep Learning-based Potato Disease Classification API using FastAPI and Docker	14	Experimental	—	Jupyter Notebook
39	sunnyprajapati45/Plant-Disease-Prediction-AI Deep Learning–based Plant Disease Prediction System using a CNN model and Streamlit.	14	Experimental	—	Python
40	uwaiszmuhammed07-hash/RiceLeaf-Disease-Detector Deep learning-based web app to detect rice leaf diseases using CNN...	14	Experimental	—	Jupyter Notebook
41	AzzikraPraqastaKusuma123/NASNetMobile-Project Proyek ini adalah sebuah implementasi deep learning untuk mengklasifikasikan...	14	Experimental	4	Jupyter Notebook
42	dipenpan/Plant_Disease_Dataset Deep learning-based plant disease detection web app with real-time image...	14	Experimental	—	Jupyter Notebook
43	shivajix9/Rice-Image-Classification-ML Image classification project using machine learning to identify different...	14	Experimental	—	Python
44	adzim99/leaf_disease_detection_for_harumanis_tomato An interactive web application built with Streamlit and powered by a...	13	Experimental	—	Jupyter Notebook
45	Gem023UI/Tomate. A Web-Based Machine Learning System for Tomato Leaf and Fruit Disease...	13	Experimental	—	JavaScript
46	shivareddy2002/rice-grain-classifier A CNN-powered rice grain classifier that accurately identifies different...	13	Experimental	—	Jupyter Notebook
47	lang654/tomato_leaf_disease 🍅 Detect tomato leaf diseases using minimal data with a robust framework...	13	Experimental	—	Python
48	Group4Day2019/Irish-potato-leaves-disease-detection-system-using-a-smartphone-application A Computer Science Final Year Project repository.	12	Experimental	8	Jupyter Notebook
49	shivareddy2002/classification-and-forecasting-of-water-stress-in-tomato-plant Streamlit web app for classification and forecasting of water stress in...	11	Experimental	—	Jupyter Notebook
50	nirbhaypr/Tomato_Disease_Detection This is an end-to-end project in the agricultural domain. A Convolutional...	11	Experimental	—	Jupyter Notebook
51	CherifChebbi/Plant_Disease_Detection A complete deep learning pipeline to detect plant diseases from leaf images...	11	Experimental	2	Jupyter Notebook
52	KananMahammadli/Tomato-Disease-Classification Identifying healthy tomatoes and 9 different diseases based on tomato leaves.	11	Experimental	3	SCSS
53	dasdebstuti/potato-disease-classification Potato disease classification using potato leaf images.	11	Experimental	—	Jupyter Notebook
54	The777Bot/Potato-pulse This potato disease detection project uses Python and TensorFlow to create...	11	Experimental	—	—
55	Oyebamiji-Micheal/Tomato-Disease-Detection-using-Convolutional-Neural-Networks-and-Explainable-AI Integrating Local Interpretable Model-agnostic Explanations (LIME) with...	11	Experimental	—	—
56	RifatAhmed1/TLDD-frontend Web interface for the Tomato Leaf Disease Detection System (LeafLens)	11	Experimental	—	JavaScript
57	bchryzal/Tomato-leaf-disease-detection Tomato leaf disease detection using CNN	10	Experimental	2	Jupyter Notebook
58	gaurank-sharma/PlantDiseaseClassifier This project uses a Convolutional Neural Network (CNN) to classify potato...	10	Experimental	2	Jupyter Notebook
59	elifirinci/Classification_Freshness_Of_Tomatoes Tomato Classification Project 🌱🍅 This project focuses on building a machine...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

leaf-diseases-detect and Corn-Leaf-Diseases-Detection (58 vs 35) leaf-diseases-detect and Palm-leaf-disease-detection (58 vs 27) leaf-diseases-detect and corn-disease-detection (58 vs 26) RiceLeaf-disease-detection and Rice-Disease-Classfication (34 vs 28) Corn-Leaf-Diseases-Detection and corn-disease-detection (35 vs 26)