Multi-Crop Disease Detection ML Frameworks

Tools for detecting diseases across multiple crop types using image analysis and deep learning. Includes web/mobile apps, APIs, and trained models for general plant health assessment. Does NOT include single-crop focused tools, yield prediction, or IoT/sensor-based monitoring systems.

There are 173 multi-crop disease detection frameworks tracked. The highest-rated is sarthakpranesh/PlantRecog at 49/100 with 125 stars.

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# Framework Score Tier
1 sarthakpranesh/PlantRecog

Free Plant Recognition App + Public API + Models

49
Emerging
2 aayush-1709/ai-crop-disease-detection-agent

This is a full stack web app, which Includes Frontend (HTMLCSS,JS),...

49
Emerging
3 johri-lab/Automatic-leaf-infection-identifier

Automatic detection of plant diseases

44
Emerging
4 AayushG159/Plant-Leaf-Identification

Identification of plants through plant leaves on the basis of their shape,...

40
Emerging
5 plantnet/PlantNet-300K

[NeurIPS2021] A plant image dataset with high label ambiguity and a...

39
Emerging
6 Rishit-dagli/Greenathon-Plant-AI

Identify Diseases in Plants☘️ with Machine Learning on the web using TFJS

38
Emerging
7 DevilStudio27/Plant-Disease-Detection-and-Solution

Plant disease detection and Solution using Image Classification

37
Emerging
8 kozodoi/Kaggle_Leaf_Disease_Classification

🌱 Cassava leaf disease classification with CNNs and Transformers (top-1%...

36
Emerging
9 robail-yasrab/RootNav-2.0

Plant Phenotyping APP

36
Emerging
10 manthan89-py/Plant-Disease-Detection

Bases on Leaf images we are trying to predict plant disease using...

36
Emerging
11 CodeByPinar/Plant-Health-Monitoring

🌱 This project aims to automate plant health monitoring using computer...

34
Emerging
12 OmdenaAI/dhaka-bangladesh-mango-leaf

🥭 Designed and optimized a CNN architecture to accurately detect and...

34
Emerging
13 CharlesWang185/plantvillage-disease-classifier

End-to-end CNN-based image classification pipeline for plant leaf disease...

34
Emerging
14 abhigupta2000/KisanRakshak

3rd Position Overall, with a Cash Prize of ₹2500. A smart farming...

34
Emerging
15 nandakishormpai/Plant_Disease_Detector

AI powered plant disease detection and assistance platform currently...

33
Emerging
16 Lucs1590/Coffee_Recognize

🌱🔎 This is my graduation project. The objective is to detect the disease in...

32
Emerging
17 farhad324/Auto-Chloro-A-Crop-Disease-Classifier-and-Remedies-Provider-In-Bangla

Auto Chloro is a plant disease classifier & remedies provider that uses deep...

31
Emerging
18 smaranjitghose/AppleFoliarAI

Using machine learning to diagnose foliar diseases in apple plants

31
Emerging
19 miliariadnane/herb-classifier-api

Spring Boot application that classifies images of coriander (Qazbor) and...

30
Emerging
20 zawrabh/Plant-Disease-Detection

A comprehensive project utilizing CNN and Deep Learning to detect and...

30
Emerging
21 radiantearth/model_ecaas_agrifieldnet_gold

AgriFieldNet Model for Crop Detection from Satellite Imagery

30
Emerging
22 kamlesh0928/carbomato

Carbomato is a plant health detection app that lets users to check the...

30
Emerging
23 MohitGupta121/DiseaseDetection

Take the image from camera and get Plant Disease.

29
Experimental
24 jackfrost1411/Residual_Teacher_Student

State-of-the-art architecture for Plant Disease Detection using Deep Learning.

29
Experimental
25 AlfredsLapkovskis/MultimodalPlantClassifier

Source code for the paper "Automatic fused multimodal deep learning for...

29
Experimental
26 gimnathperera/Plant-Safe

🌱 Deep learning based plant disease detection cross-platform mobile application.

28
Experimental
27 Maitreyapatel/plant-diseases-website

Website for online plant diseases analysis from images with advanced search engine.

28
Experimental
28 jenishborah/Tea-Leaf-Disease-Detection

This repo contains my final year project on tea leaf diseases using deep...

28
Experimental
29 root458/Plant-Disease-Detector

A Flutter app that detects a plant's disease given a photo of an affected...

28
Experimental
30 iremakalp/Plant_Disease_Detection

This repo contains the python codes of my final thesis "Analysis of leaf...

27
Experimental
31 InPhyT/Plant_Disease_Classification_CNN

Dataset Analysis and CNN Models Optimization for Plant Disease Classification.

27
Experimental
32 anotherwebguy/Plants-Disease-Detection_using_TF_with_Keras

Plants Disease Detection using ML

27
Experimental
33 ANSHJOSHI1811/CultiKure-Disease-Prediction

The Plant Disease Detection Web Application, known as 'CultiKure,' is a...

27
Experimental
34 Abhi-vish/Leaf-Disease-Detection

Leaf Disease Detection: A project enabling farmers to identify plant...

27
Experimental
35 AlfredsLapkovskis/MultimodalPlantClassifier-iOS

Source code of a sample iOS app for the paper "Automatic fused multimodal...

27
Experimental
36 mayur7garg/PlantLeafDiseaseDetection

Deep learning using CNN in tensorflow on Kaggle image dataset containing...

26
Experimental
37 Logeshwaran-KS/Medicinal-Plants-Detection-Using-Machine-Learning

Medicinal Plants Detection

26
Experimental
38 AkashKobal/arecanut-diseases-detection

A deep learning-based system using Convolutional Neural Networks (CNNs) to...

26
Experimental
39 KhushiBajpai2003/Plant-Fettle-Detector

PLANT FETTLE DETECTOR - Unifying Fruit Quality Tracking and Plant Disease...

26
Experimental
40 HassanXTech/Cotton-Disease-Detection

The Cotton Disease Detection System is an AI-powered web application that...

26
Experimental
41 Vegapunk-debug/crop-disease-identifier

An offline-first crop disease identification system using TensorFlow.js....

25
Experimental
42 sagar-alias-jacky/AgroLab

Android app for plant disease identification using ML

25
Experimental
43 stark1tty/Plant-Image-Batch-ID

The Plant-Image-Batch-ID is a Python-based Jupyter Notebook designed for...

25
Experimental
44 IMOKURI/Cassava-Leaf-Disease-Classification

Kaggle - Cassava Leaf Disease Classification

25
Experimental
45 rasidi3112/IMAGINE-CUP-MICROSOFT-2026

🌾 AI-powered plant disease detection app for farmers in West Nusa Tenggara,...

24
Experimental
46 AHMEDSANA/Plant-Disease-Detection

This code implements a Convolutional Neural Network (CNN) to classify plant...

24
Experimental
47 anirudhjak06/Crop-Disease-Detection

Detected the crop diseases and differentiated between various crop diseases...

24
Experimental
48 sonalisrisivani/cotton-plant-disease-detection

Cotton disease detection using CNN

24
Experimental
49 sudiptob2/agrgb-front

React front end of Image classification app AgRGB for detecting leaf disease...

24
Experimental
50 Navneet7k/AgroDocRevamp

Agro Doc is basically an app that will help farmers easily pinpoint their...

24
Experimental
51 SHREENITHI-TV/Mobile-Veggie-Detector

Vegetable Identification App! This app helps to easily identify various...

24
Experimental
52 rajagopal28/Cedric

Mobile Application to give first stage report of the crop infections in field

24
Experimental
53 shashank1623/Plant-disease-Detection

Plant Disease Detection using convolutional neural network. Our model can...

24
Experimental
54 pranavmoode5-cloud/ML-Ashwagandha-Identification-Classification

This project uses multiple pre-trained deep learning models such as VGG16...

24
Experimental
55 MohFahmi27/Identification-of-Herbal-Medicine-Plant-Leaf

In Indonesia no less than 30000 species of plants. But of the many species,...

24
Experimental
56 mbhurtel/seedqt

Deep Learning Based Seed Quality Tester

24
Experimental
57 imShub/digifarmer

DigiFarmer is an Artificial Intelligence and Machine Learning based project...

24
Experimental
58 ai-cfia/nachet-frontend

Frontend application for seed classification of images acquired from digital...

24
Experimental
59 maulanaakbardj/Home_Agriculture_Monitoring_System

Bangkit Capstone Project

23
Experimental
60 nots1dd/Hydraware

A cross-platform solution toward a more hydro-knolwedgable world. Made for...

23
Experimental
61 divyanshsharma25-bit/Plantcare-ai

AI powered plant disease detection using MobileNetV2

22
Experimental
62 utkarshkumar6886/AgroVision

🌿 AI-based plant disease detection web app using CNN (TensorFlow), Spring...

22
Experimental
63 Swagg4/IMAGINE-CUP-MICROSOFT-2026

🌱 Detect plant diseases using AI, empowering farmers in West Nusa Tenggara...

22
Experimental
64 ritikahub/Leaf-Image-Classification

Identification of plants by analyzing their leaves using digital image...

22
Experimental
65 wladradchenko/berkano.wladradchenko.ru

A mobile and ML project for plant analysis, including disease detection,...

22
Experimental
66 Anas436/Mango-Leaf-Disease-Detection

Designed and optimized a CNN architecture to accurately detect and classify...

22
Experimental
67 ervishuu/Plant-disease-detection

In this web Application 🧑‍🌾you can check the diseases of maize 🌾, potato,...

21
Experimental
68 cla-cif/Cherry-Powdery-Mildew-Detector

A tool to detect powdery mildew in cherry leaves

21
Experimental
69 Logeshwaran-KS/Medicinal-Plants-Detection-Using-Deep-Learning

Identification of Medicinal Plants Using Xception

20
Experimental
70 sionpardosi/CornLeaf-Disease-Identification-Using-Machine-Learning

(Website FLASK) Identification of corn leaf diseases using machine learning...

20
Experimental
71 FTsune/kape

Coffee Leaf Classification and Disease Detection using YOLO-v11. A thesis project.

20
Experimental
72 ykbintang/Groco_Corn-plant-disease-detection-system

Capstone Project SIB Dicoding Batch 3 2022. Flask x Replit Website with...

20
Experimental
73 Soumya-Chakraborty/PlantiX

Potato Plant leaf Disease Detection (Final Year Project)

20
Experimental
74 meliy-meyada/plant_disease

ในโครงการนี้ เราจะสร้าง Convolutional Neural Network...

20
Experimental
75 Sandhiyamrs/VisionLens-AI-Plant-Disease-Detector

🌿 Deep-learning powered plant leaf disease detector with real-time results &...

20
Experimental
76 ibnujakaria/deteksi-penyakit-jagung

Deteksi penyakit pada (daun) jagung berbasis citra dengan menggunakan metode...

20
Experimental
77 kushagra3204/Plant-Disease-Monitoring

Monitoring Plant Health and Diseases for Sustainable Agriculture using CNN

20
Experimental
78 arafathosense/Plant-Disease-Prediction-CNN-Keras-TensorFlow

Plant diseases significantly affect agricultural productivity. Early and...

19
Experimental
79 Nishant1998/PlantAi

PlantAi is a ResNet-based CNN model trained on the PlantVillage dataset to...

19
Experimental
80 CrissCCL/Parsley_Cilantro_Leaf_Classifier

Shape-based leaf classification system in MATLAB using green channel...

19
Experimental
81 tech-introspectors/Leaf-disease-identification

A mobile application that uses an integrated machine learning model to...

19
Experimental
82 SHN2004/Plant_Disease_Detection

AI-powered plant disease detection system using computer vision, deep...

19
Experimental
83 pkparthk/Plant-Disease-Detection

AI-powered plant disease detection system using deep learning. Upload plant...

19
Experimental
84 SNMiguel/PlantGuard-AI

Deep learning plant disease detection system using PyTorch and transfer...

19
Experimental
85 Harshilt0604/cassava-disease-detection

Cassava leaf disease classification using CNNs and transfer learning. Covers...

19
Experimental
86 iamtariqul/Digital_Farmer-Plant_Diseases_Recognition

The identification of plant disease is the premise of the prevention of...

19
Experimental
87 Kartik-Katkar/Plant-Disease-Identifier

The Plant Leaf Disease Detection repository is a comprehensive project built...

19
Experimental
88 Kartik-Katkar/Netscout-Hackathon-124

PlanteD is an innovative plant leaf disease detection app developed using...

19
Experimental
89 aintyourcupoftea/BharatLeafLens

Bharat Leaf Lens is your pocket guide to identifying medicinal plants in...

18
Experimental
90 mirkousuelli/CNN-Leaves-Classifier

Artificial Neural Networks and Deep Learning competition 2021/2022 -...

18
Experimental
91 NinadRao0707/Plant-Monitoring-App

Regularly watering the plant or even moving it to a more sunny spot can...

18
Experimental
92 Akhil1409906/YOLOv8-Based-SUNet-Real-Time-Coffee-Leaf-Disease-Detection-Using-a-Hybrid-Deep-Learning-Model

This project uses a hybrid YOLOv8-based SUNet model for real-time detection...

18
Experimental
93 devarsh9/agriculture_assistance

Smart Agriculture System using IoT ,ML and Flutter

17
Experimental
94 harshaljanjani/kheti-crop-recommender

Agritech app with Flutter, TensorFlow, and Firebase for geolocation-based...

17
Experimental
95 aarontoms/Thakkali

An agricultural app for offline plant disease detection, fetching remedies...

17
Experimental
96 tinh2044/PlantDisease_classification

Transfer learning efficientNet to classification disease on plants. Build...

17
Experimental
97 ychen266/2025-08-SDG13-Plant-X-Website

A full-stack sustainable gardening platform integrating AI-based plant...

17
Experimental
98 lightdarkmaster/potato_disease_classification_mobile_app

This is a Potato Disease Classification Mobile Application Using Flutter...

17
Experimental
99 arcentix/LeafDiseaseDetection

A CNN model for detecting leaf diseases.

17
Experimental
100 codernayeem/agro-care-app

An shopping & community app for farmers, gardeners & plant enthusiasts made...

16
Experimental
101 mano4now/plant-protect

🌱 Protect plants from pests and diseases with an easy-to-use solution that...

16
Experimental
102 venushadilshan/drplant-public

Dr.Plant - An Intelligent Plant Disease Detection System

16
Experimental
103 yesh00008/crop-diseases-detection

🌾 AI-powered crop disease detection for Indian agriculture - 58 disease...

16
Experimental
104 Wavxr/SuperMango

SuperMango is a mobile app that helps mango farmers detect anthracnose risk...

16
Experimental
105 AbhinayBhadauria99/ecoscan

Plant disease detection using Deep Learning

15
Experimental
106 NeoGreenCode/SugarcaneLeafDisease

Deep Learning Project for Sugarcane Disease Prediction and Classification...

15
Experimental
107 itsSiddharthGupta/SIH-Crop-Detection-App

An android application to detect a crop and its details. Project of SIH

15
Experimental
108 abelchai/PlantAIM

Plant Disease Global-Local Features Fusion Attention Model

14
Experimental
109 ramdotds/Cotton-plant-predicition-cnn-model

Early detection of cotton disease using AI-based systems may help to...

14
Experimental
110 gimnathperera/Molemi-App

Molemi App is a AI (Deep Learning) based plant disease recognition...

14
Experimental
111 jahnavi1234-me/Plant--Disease--Classification--CNN

CNN-based plant disease classification system using deep learning (134 class)

14
Experimental
112 sanket0359/PumpkinSeeds-project

🎃 Harvesting Brilliance | A Machine Learning project to classify pumpkin...

14
Experimental
113 tanishq-ch/FarmSpectra

🌾 FarmSpectra: Deep learning solution for wheat crop management | Detects...

14
Experimental
114 seemithshetty135/plant-disease-detection

Plant Disease Detection using ResNet50 and Deep Learning

14
Experimental
115 ayomideajadi12-hub/CropGuard-AI

AI-powered crop disease detector for Nigerian farmers

14
Experimental
116 Komorebirumu/awe-ms-20260317-0957-01

AI Hort Pest Diagnosis Code for Specialty Crops

14
Experimental
117 Adarsh73111/cropguard-ai

AI-powered crop disease detection system deployed on AWS — upload a leaf...

14
Experimental
118 Komorebirumu/awe-ms-20260316-1451-00

AI Plant Disease Diagnosis & Treatment Planner | Indoor & Niche

14
Experimental
119 Oskar12953/plantvillage-disease-classifier

🌿 Classify plant leaf diseases with a deep learning pipeline using CNNs and...

14
Experimental
120 iArpitVerma/Leaf_Identification

A leaf identification mobile app made using flutter and machine learning.

14
Experimental
121 sudeep9844-sr3/Real-Time-Cotten-Leaf-Disease-Detection-System-Using-YOLOv9

Real-Time Cotton Leaf Disease Detection System using YOLOv9 deep learning...

14
Experimental
122 stargazingpnw/iSpyPlants

An AI-powered plant identification app built with PyTorch and transfer...

14
Experimental
123 Neural-tertiumquid64/Grape-Leaf-Disease-Classification-CNN

🍇 Classify grape leaf diseases with a CNN to enhance vineyard health, reduce...

14
Experimental
124 sudeepreddy-k/Real-Time-Cotten-Leaf-Disease-Detection-System-Using-YOLOv9

Real-Time Cotton Leaf Disease Detection System using YOLOv9 deep learning...

14
Experimental
125 smit3799/plant-health-checker

Plant disease detection system using CNN and computer vision.

14
Experimental
126 AbhinavaReddy-hub/AI-Driven-Plant-Disease-Detection

🌿 An AI-powered web application that enables users to diagnose plant...

14
Experimental
127 adi-code22/AgroMed-App

Field Level Identification of Pest and Disease in Plants, using Machine...

13
Experimental
128 Phantom-fs/Herbify-Modules

A streamlined deep learning framework that fuses advanced image...

13
Experimental
129 naveenraj66/PlantDoc

Plant Disease Detection using Deep Learning

13
Experimental
130 Phantom-fs/Herbify-Dataset

Herbify: A dataset for herb classification and recognition, developed for...

13
Experimental
131 owalid/leaf-valley

[ 🤖🌿 COMPUTER VISION ] Contain AI models and plants images processing. The...

13
Experimental
132 Phantom-fs/Herbify

Herbs have been used for centuries for their medicinal properties and...

13
Experimental
133 Athindu/cropdoc-app

Cross-platform mobile application with multiple features targeting...

13
Experimental
134 Mahaning/ML_Plant_Clasification_Using_Leaf

Developed a Plant Species Identification system using Flask and the ResNet9...

12
Experimental
135 cuguilke/Treelogy

Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations

12
Experimental
136 EnriqManComp/Mango-Leaf-Disease-Classification

This project aims to differentiate among various diseases (multiclass...

12
Experimental
137 adarsha30735/NDVI-and-2D-CNN-Plant-Leaf-Classification

NDVI and 2D-CNN Plant Leaf Classification

12
Experimental
138 aycaaktas/PlantIdentificationFasterR-CNN

Two-stage plant species identification system using Faster R-CNN for object...

12
Experimental
139 Changgang-Zheng/Planter

Planter is a modular framework for realising in one-click in-network machine...

12
Experimental
140 CrispenGari/MangoWatch

🥭🥭MangoWatch is a React Native mobile application powered by AI...

12
Experimental
141 manisha-v/Plant-Health-Analyzer

This web application harnesses the power of deep learning to evaluate the...

12
Experimental
142 yuvraj0412s/AgroAI

AgroAI: Snap a leaf, get a diagnosis! This AI-powered web app detects 38...

12
Experimental
143 lightdarkmaster/Brassica_Sense-V1

This is mobile app that aims to detect disease of a brassica vegtables...

12
Experimental
144 yohanmri/Plant_Disease_Detction

Machine Learning project for Plant Disease Recognition that analyzes leaf...

11
Experimental
145 naman22a/pyrus

Cross platform mobile application for identification of medicinal plants

11
Experimental
146 agungkurniawanid/kopi-greenhouse-aircontrol-web

Combining Website, Mobile App and IoT. This project is an artificial...

11
Experimental
147 Hilfum/Plant-Classification

Deep learning project focused on identifying plant species from images. The...

11
Experimental
148 SuperDataScience-Community-Projects/SDS-CP031-myconet

MycoNet guides students through building a _from-scratch_ convolutional...

11
Experimental
149 akhilchibber/Bean-Leaf-Lesions-Classification

Machine Learning based Bean Leaf Lesions Classification

11
Experimental
150 rcabezas29/Leaffliction

Computer vision project utilizing leaf image analysis for disease recognition.

11
Experimental
151 Issac-Moses/Plant-Guard

Plant-Guard is an AI-powered plant disease detector designed to help farmers...

11
Experimental
152 MMOSHII/Leaf_AI

The implementation of a Convolutional Neural Network (CNN) method is...

11
Experimental
153 jaivsh/Agrisim

A Flutter application meticulously crafted to elevate agricultural...

11
Experimental
154 Shailesh1407/Crop_Disease

CropCare AI is a multimodal web-based crop disease prediction system that...

11
Experimental
155 Yemyth007/Grapevine-Leaf-Project

UAV-based grape leaf disease detection using computer vision and deep...

11
Experimental
156 jayadeepikareddy1-hub/AI-Based-Crop-Disease-Detection

AI-Based Crop Disease Detection using CNN

11
Experimental
157 xml94/EmbracingLimitedImperfectTrainingDatasets

Embrace limited and imperfect training datasets in plant disease recognition...

11
Experimental
158 michelelagreca/Classification-Of-Plants-Using-CNN

First challenge of the 'Artificial Neural Networks and Deep Learning'...

11
Experimental
159 skakshaya03/crop-disease-diagnosis

Machine Learning–based crop disease diagnosis system using CNN models to...

11
Experimental
160 zeinahassoun93/plant-doctor

AI-powered plant disease diagnosis tool using TensorFlow and CNNs

11
Experimental
161 vishnuskandha/strawberry-disease-detection

Deep learning model to identify 7 strawberry plant diseases using image...

11
Experimental
162 cdrcknt/PlantGuard

PlantGuard is a deep learning-powered plant disease detection system using...

11
Experimental
163 agungkurniawanid/kopi-greenhouse-aircontrol-app

Combining Website, Mobile App and IoT. This project is an artificial...

11
Experimental
164 optimizasean/PlantHawaii

Plant Hawaii Repository - for Kupu and DLNR

11
Experimental
165 AtharvaIngle/Smart-Grow

A Modern Indoor Plant App That Integrates AI-IOT-ML Together In One Single App

11
Experimental
166 ST4NSB/detecting-apple-fruit-diseases

Deep Learning solution to detect diseases from apple images, improved with...

10
Experimental
167 mridul0703/Plant-Disease-Prediction-Model

A deep learning project that classifies 38 plant disease categories from...

10
Experimental
168 daimakram/Plant-Disease-Detection-App

An agricultural control application regulating Data from AWS cloud....

10
Experimental
169 glucard/Leaves-dataset

Dataset with leaves from Amazon plants.

10
Experimental
170 ComputerVision804/MangotypeDetection

I make Project on Machine Learning and Artificial Intelligence using python....

10
Experimental
171 boluwatife-py/apple-leaf-classifier

Deep learning solution for apple disease detection using CNN architecture....

10
Experimental
172 ShivangeeRajput/AgroShield

A Deep Learning application designed to detect plant 🌱diseases using images...

10
Experimental
173 AnjaliDharmik/Crop-Disease-Image-Classification

Farmers face economic losses due to plant diseases. Early detection is...

10
Experimental