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 48 plant leaf disease detection frameworks tracked. 1 score above 50 (established tier). The highest-rated is shukur-alom/leaf-diseases-detect at 51/100 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...	51	Established	129	Python
2	codebasics/potato-disease-classification Potato Disease Classification - Training, Rest APIs, and Frontend to test.	36	Emerging	265	Jupyter Notebook
3	georgemuriithi/tomato-disease-detection This is an end-to-end project in the agricultural domain. A Convolutional...	32	Emerging	23	Jupyter Notebook
4	manabil/Dectma A web application to detect diseases in tomatoes through image detection on...	31	Emerging	11	Jupyter Notebook
5	collinswakholi/Potato-defect-detection The project is about detecting defects on potatoes using RGB images and a...	31	Emerging	3	Jupyter Notebook
6	vinodbavage31/RiceLeaf-disease-detection A Deep Learning project using Transfer Learning (EfficientNet) and Data...	28	Experimental	7	Jupyter Notebook
7	Luissalazarsalinas/Corn-Leaf-Diseases-Detection Corn leaf diseases detection App built with Tensorflow, Keras and Streamlit	28	Experimental	5	Jupyter Notebook
8	gopiashokan/Potato-Disease-Classification-using-Deep-Learning Developed a deep learning model using TensorFlow and Convolutional Neural...	27	Experimental	6	Jupyter Notebook
9	smaranjitghose/corn_pathology_ai Analysis of various Deep Learning architectures for the detection of Corn🌽...	26	Experimental	5	—
10	KHLVN/potato-health-web-app Web-based application for utilizing trained deep learning model (VGG-16) for...	24	Experimental	1	JavaScript
11	Raghava716/Palm-leaf-disease-detection A Streamlit-based web application that detects palm leaf diseases using a...	23	Experimental	5	Python
12	Team-Chorotega/Potato-Assessment-Application This application is being developed for Washington State University...	22	Experimental	1	Java
13	MHassaanButt/Rice-Disease-Classfication In this project, I used Hybrid deep CNN transfer learning on rice plant...	21	Experimental	11	Jupyter Notebook
14	rifqinvnd/Rice-Disease-Prediction-Application Rice Disease Detection application to detect diseases that often attack rice...	21	Experimental	22	Jupyter Notebook
15	ronylpatil/Potato-Leaf-Disease-Classification-WebApp Built a Potato Leaf Disease Classifier web app using Streamlit and deployed...	20	Experimental	6	Jupyter Notebook
16	BoubaAhmed/corn-disease-detection Deep learning project to detect corn leaf diseases using a CNN model with a...	20	Experimental	1	Jupyter Notebook
17	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》...	20	Experimental	14	MATLAB
18	VIVPM/tomato-disease-classification Tomato Disease Classification - Training, Rest APIs, and Frontend to test.	19	Experimental	—	Jupyter Notebook
19	Shourav-Deb/Rice-Vision 🌾A modern deep-learning workspace for rice variety recognition using two...	19	Experimental	—	—
20	mirzayasirabdullahbaig07/Rice-Disease-Prediction-Model The model is trained using a Convolutional Neural Network (CNN) on a dataset...	18	Experimental	14	Python
21	Faheem8585/plant_disease_detection 🌿 AI-powered plant disease detection system using MobileNetV2 transfer...	18	Experimental	3	Python
22	krishnaura45/PotatoLife 🥔Potato Disease Detection 📸Image Processing 🧮Custom CNN 🌐FastAPI & Streamlit	18	Experimental	3	Jupyter Notebook
23	chethanhn29/Rice-Leaf-disease-detection To detect rice leaf disease by image using CNN	17	Experimental	5	Jupyter Notebook
24	somenath203/tomato-leaf-disease-classification-ten-classes Click below to checkout the website	17	Experimental	3	Jupyter Notebook
25	tinsaeabreham45/potato_detection Potato health classifier for potato automatic slicer machine	17	Experimental	2	Jupyter Notebook
26	Shresth-Agarwal/Plant-Disease-Detection This Streamlit app uses a YOLOv11 model to detect plant diseases from leaf...	17	Experimental	2	Jupyter Notebook
27	TroyMoses/potato-disease-detection-webapp Plant disease detection web app	16	Experimental	1	TypeScript
28	vinodbavage31/riceleaf-detection Frontend implementation of the Rice Leaf Disease Detection project. This...	15	Experimental	5	TypeScript
29	shivajix9/Rice-Image-Classification-ML Image classification project using machine learning to identify different...	14	Experimental	—	Python
30	uwaiszmuhammed07-hash/RiceLeaf-Disease-Detector Deep learning-based web app to detect rice leaf diseases using CNN...	14	Experimental	—	Jupyter Notebook
31	sunnyprajapati45/Plant-Disease-Prediction-AI Deep Learning–based Plant Disease Prediction System using a CNN model and Streamlit.	14	Experimental	—	Python
32	kartikMishra15/potato-disease-classification-fastapi-docker Deep Learning-based Potato Disease Classification API using FastAPI and Docker	14	Experimental	—	Jupyter Notebook
33	dipenpan/Plant_Disease_Dataset Deep learning-based plant disease detection web app with real-time image...	14	Experimental	—	Jupyter Notebook
34	shivareddy2002/classification-and-forecasting-of-water-stress-in-tomato-plant Streamlit web app for classification and forecasting of water stress in...	14	Experimental	—	Jupyter Notebook
35	lang654/tomato_leaf_disease 🍅 Detect tomato leaf diseases using minimal data with a robust framework...	14	Experimental	—	Python
36	anmspro/Rice-Leaf-Disease-Prediction-System Rice Leaf Disease Prediction System using Deep Learning, specifically...	14	Experimental	1	HTML
37	PawarMukesh/RiceLeaf-Disease-Detector The image data of rice leaf disease total 120jpg images with 3 classes...	14	Experimental	9	Jupyter Notebook
38	Akshint0407/Plant-Disease-Detection-System This project is a Streamlit-based web application that uses a deep learning...	13	Experimental	5	Jupyter Notebook
39	TroyMoses/potato-disease-detection Plant disease detection mobile app	12	Experimental	1	TypeScript
40	Akshint0407/Rice-Classification-Model This application utilizes a machine learning model to classify rice...	12	Experimental	4	Jupyter Notebook
41	Srujanrana07/Potato-disease-classification This project aims to develop an automated potato disease classification...	12	Experimental	4	Jupyter Notebook
42	bhuvansun/rice-classification DL model for classifying rice grains	12	Experimental	3	Jupyter Notebook
43	shivareddy2002/rice-grain-classifier A CNN-powered rice grain classifier that accurately identifies different...	11	Experimental	—	Jupyter Notebook
44	loukmane-lok/rice-leaf-disease-mlops Rice Leaf Disease Detection using MLOps \| This project applies deep...	11	Experimental	2	Jupyter Notebook
45	Gem023UI/Tomate. A Web-Based Machine Learning System for Tomato Leaf and Fruit Disease...	11	Experimental	—	JavaScript
46	adzim99/leaf_disease_detection_for_harumanis_tomato An interactive web application built with Streamlit and powered by a...	11	Experimental	—	Jupyter Notebook
47	HChandeepa/Common_Rice_Disease_Detector Common Rice Diseases Detector	11	Experimental	2	Jupyter Notebook
48	AzzikraPraqastaKusuma123/NASNetMobile-Project Proyek ini adalah sebuah implementasi deep learning untuk mengklasifikasikan...	10	Experimental	4	Jupyter Notebook

Comparisons in this category

leaf-diseases-detect and Corn-Leaf-Diseases-Detection (51 vs 28) leaf-diseases-detect and Palm-leaf-disease-detection (51 vs 23) leaf-diseases-detect and corn-disease-detection (51 vs 20)