plant-disease

There are 9 repositories under plant-disease topic.

sumanismcse / Plant-Disease-Identification-using-CNN
Plant Disease Identification Using Convulutional Neural Network
plant-disease cnn machine-learning neural-networks image-analysis image-processing project kaggle python machine-learning-algorithms final-year-project final-project paper-implementations machinelearning convolutional-neural-networks neuralnetwork neural bioinformatics bioinformatics-analysis tensorflow
Language:Python 219
nandakishormpai / Plant_Disease_Detector
AI powered plant disease detection and assistance platform currently available as an App and API.
disease-detection plant-disease pytorch farmers machine-learning firebase cnn image-classification android-application ios api flask kerala hacktoberfest
Language:Dart 118
abdullahselek / plant-disease-classification-tf
Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.
convolutional-neural-networks disease-classification opencv opencv-python plant-disease tensorflow
Language:Python 60
rodrigobressan / digipathos
Brazilian Agricultural Research Corporation (EMBRAPA) fully annotated dataset for plant diseases. Plug and play installation over PiP.
dataset plant-disease plant-pathology pathology wrapper python open-data
Language:Python 42
Emmarex / naijahacks-fort-API
API for the plant disease recognition artificial inteligence project which I collaborated on as a member of Team fort in the NaijaHacks hackaton.
plant-disease-identification plant-disease api machine-learning-api naijahacks2018
Language:Python 40
achmadqomarudin / Plant-App-UI
☘️ A beautiful Plant App UI written in Java for android with examples.
plants plant plant-growth plant-disease android-app java-android plant-ui plant-app android-studio ui android-ui ui-ux android-application mockup mockups ui-design
Language:Java 39
JasonYangCode / AppleLeaf9
Dataset used in "Efficient Identification of Apple Leaf Diseases in the Wild Using Convolutional Neural Networks".
apple-leaf-disease crop-diseases fine-grained-image-classification image-classification-dataset plant-disease
37
2052sagar / PlantDiseaseDetection
Plant Disease Detection
plant-disease
Language:Python 30
IsraelAbebe / plant_disease_experiments
A project to train and evaluate different dnn models for plant disease detection problem, tackle the problem of scarce real-life representative data, experiment with different generative networks and generate more plant leaf image data and implement segmentation pipeline to avoid miss-classification due to unwanted input
plant-disease-detection leaf-image-segmentation dnn-models plant-disease transfer-learning inceptionv3 resnet vgg16 generative-adversarial-network
Language:Python 27
AgroLab
sagar-alias-jacky / AgroLab
Android app for plant disease identification using ML
agriculture agriculture-data agro android android-application convolutional-neural-network crops-disease farmer flutter google-play-store google-teachable-machine machine-learning mini-project ml mobilenetv2 plant-disease tensorflow tensorflow-lite
Language:Dart 22
znreza / image_processing_for_plant_disease
Image processing code for blob detection and feature extraction in MATLAB. Paper Reference: Detecting jute plant disease using image processing and machine learning. Find the full text here: http://ieeexplore.ieee.org/document/7873147/
matlab image-processing plant-disease feature-extraction blob-detection glcm rgb-to-hsv hsv2rgb thresholding
Language:MATLAB 22
two-path-noise-lab-plant-disease
joaopauloschuler / two-path-noise-lab-plant-disease
Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".
cielab keras-neural-networks plantvillage plantvillage-dataset keras-models keras-cnn keras-deep-learning keras-jupyter-notebook keras-notebooks keras-inception cielab-space keras-classification-model keras-classification-models keras-model plant-disease plant-disease-classification plant-disease-detection plant-disease-diagnosis plant-disease-identification plant-disease-monitoring
Language:Jupyter Notebook 21
two-branch-plant-disease
joaopauloschuler / two-branch-plant-disease
Source code for the paper "Color-aware two-branch DCNN for efficient plant disease classification".
keras-model keras-models keras-neural keras-neural-network keras-neural-networks cie-lab cielab cielab-space keras-classification-models keras-cnn keras-deep-learning keras-inception keras-jupyter-notebook keras-notebooks plantvillage plantvillage-dataset plant-disease plant-disease-classification plant-disease-detection plant-disease-diagnosis
Language:Jupyter Notebook 17
PuneethReddyHC / leaf-diseases-predition
plant leaf diseases prediction using four different trained models named pytorch, TensorFlow, Keras and fastai
pyqt5 pyqt5-gui plant-disease tensorflow keras pytorch fastai ml-project disease-prediction cse-project 7th-sem 8th-sem
Language:Python 16
NahushKulkarni / Plant-Disease-Detection
A project to detect plant disease using leaf images and to calculate the percentage of leaf affected by the disease using OpenCV.
plant-disease computer-vision python opencv
Language:Python 15
muskan1998 / PlantDiseaseDetection
deep-learning image-processing keras neural-networks opencv plant-disease plant-disease-identification python python3 vgg-16
Language:Python 13
amine-amali / detecting-diseases-in-plant
Computer Vision Live detection of plant diseases
computer-vision detection plant-disease plant-disease-detection plant-disease-identification plant-disease-classification plant-disease-prediction
Language:Jupyter Notebook 12
maulanaakbardj / Home_Agriculture_Monitoring_System
Bangkit Capstone Project
deep-learning image-classification iot machine-learning plant-disease plant-monitoring
Language:Jupyter Notebook 10
EKANATHAN-1001 / Plant-Disease-with-Inception-v3-Alexnet-CNN
This is a plant disease recognition machine learning model
alex-net cnn eka ekanathan image-processing inceptionv3 plant plant-disease
Language:Jupyter Notebook 9
bkleyn / plant_diseases
Plant disease classification using Neural Networks
cnn-keras plant-disease
Language:Jupyter Notebook 8
SmartFarmingLab / field_dataset_survey
A curated collection of 45 high-quality RGB image datasets for computer vision in agriculture. Features datasets for weed detection, disease identification, and crop monitoring, focusing on natural field scenes. Part of our GIL 2025 survey paper.
agricultural-robotics agriculture agtech artificial-intelligence computer-science computer-vision crop-detection crop-monitoring dataset deep-learning field-robotics machine-learning phenotyping plant-classification plant-disease precision-agriculture rgb-images smart-farming survey weed-detection
Language:TeX 8
lemid / epidemioR
Epidemiologia de Doenças de Plantas Aplicada com R
statistical-analysis epidemiology plant-disease r-stats reproducible-analysis
Language:TeX 6
Maitreyapatel / plant-diseases-website
Website for online plant diseases analysis from images with advanced search engine.
alexnet-model bootstrap4 deep-learning densenet django-rest-framework elasticsearch plant-disease plant-disease-identification search-engine
Language:JavaScript 6
meet244 / Plantex
Plantex 🌿 detects plant diseases with 99% accuracy using TensorFlow/Keras 🤖. It offers disease info 📚, product recommendations 🛒, and organic waste exchange 🔄. An AI chatbot 🤖 aids user interaction. Promoting sustainability 🌱 in smart cities.
plant plant-disease plant-disease-detection plant-disease-identification plant-disease-prediction smart-city waste-management
Language:Jupyter Notebook 6
Dmchale92 / Pigrow
Raspberry Pi Grow Box Control Software
plants plant-pathology plant-disease plant-development plant-growth timelapse growing-plants
Language:Python 5
ncsu-landscape-dynamics / r.pops.spread
r.pops.spread - PoPS model implemented as a GRASS GIS module
pops spread grass-interface grass-module grass-gis grass-addon hacktoberfest simulation pest plant-disease
Language:C++ 5
ankitsinghh12 / plant-disease-detection-final
Plant disease detection using VGG16 model, which is a pre-trained model that has been trained on a large dataset of images.
dnn-models generative-adversarial-network inceptionv3 leaf-image-segmentation plant-disease plant-disease-detection resnet transfer-learning vgg16
Language:Python 4
sudiptob2 / agrgb-front
React front end of Image classification app AgRGB for detecting leaf disease in plant Leafs.
react react-image-crop classification-model image-processing-react plant-disease disease-detection react-front-end machine-learning react-image-upload
Language:JavaScript 4
ZoraizQ / agriscan
[IEEE LUMS CodinGuru 2020 Hackathon - Winner] Detect and track locations of TYLCV disease by sending a picture of a leaf to a web chat.
deep-learning fastai heroku image-classification mevn-stack plant-disease
Language:Jupyter Notebook 4
elfailali / plante-disease-detection
This is a deep learning project in agriculture domain that detect plants diseases
cnn data-augmentation fastapi reactjs tensorflow tf-serving plant-disease plant-disease-classification plant-disease-detection
Language:Jupyter Notebook 3
varnit-ta / AgroInsight
A tool to scan crops and predict healthy crops, crop rust, or powdery mildews.
crop-disease-detection plant-disease
Language:JavaScript 3
Plant_Disease_Classifier_Frontend
Alok-2002 / Plant_Disease_Classifier_Frontend
Welcome to the Plant Disease Classifier Deployment repository! This project integrates cutting-edge technologies to develop a sophisticated plant disease classifier. Leveraging TensorFlow for model creation and ReactJS for the web interface, this project offers an innovative solution for identifying plant diseases swiftly and accurately.
alok alok-2002 alok-sharma cloud-run deployment mits projects reactjs sharma vercel plant-disease plant-disease-detection plant-disease-classifier-com
Language:JavaScript 2
attaullah / downsampled-plant-disease-dataset
Downsampled version of PalntVillage dataset
downsampling-data plant-disease plantvillage-dataset tensorflow plantvillage-32x32 plantvillage-64x64 plantvillage-96x96
Language:Python 2
dev-abir / chlorophyll
A simple Plant disease detector APP, using image classification (Machine Learning) technique.
flutter image-classification machine-learning plant-disease plant-disease-detection tensorflow
Language:Jupyter Notebook 2
plant-Disease-predictor
RamAKAYash / plant-Disease-predictor
demo bro #plant-disease
plant-disease
2
SaiJeevanPuchakayala / ChromaticScan
A ResNet 34-based Algorithm for Robust Plant Disease Detection with 99.2% Accuracy Across 39 Different Classes of Plant Leaf Images.
bioinformatics cnn convolutional-neural-networks fastai fastai-v3 final-project final-year-project image-processing machine-learning machine-learning-algorithms paper-implementations plant-disease plant-disease-detection project python resnet-34 tensorflow transfer-learning
Language:Jupyter Notebook 2

plant-disease

sumanismcse / Plant-Disease-Identification-using-CNN

nandakishormpai / Plant_Disease_Detector

abdullahselek / plant-disease-classification-tf

rodrigobressan / digipathos

Emmarex / naijahacks-fort-API

achmadqomarudin / Plant-App-UI

JasonYangCode / AppleLeaf9

2052sagar / PlantDiseaseDetection

IsraelAbebe / plant_disease_experiments

sagar-alias-jacky / AgroLab

znreza / image_processing_for_plant_disease

joaopauloschuler / two-path-noise-lab-plant-disease

joaopauloschuler / two-branch-plant-disease

PuneethReddyHC / leaf-diseases-predition

NahushKulkarni / Plant-Disease-Detection

muskan1998 / PlantDiseaseDetection

amine-amali / detecting-diseases-in-plant

maulanaakbardj / Home_Agriculture_Monitoring_System

EKANATHAN-1001 / Plant-Disease-with-Inception-v3-Alexnet-CNN

bkleyn / plant_diseases

SmartFarmingLab / field_dataset_survey

lemid / epidemioR

Maitreyapatel / plant-diseases-website

meet244 / Plantex

Dmchale92 / Pigrow

ncsu-landscape-dynamics / r.pops.spread

ankitsinghh12 / plant-disease-detection-final

sudiptob2 / agrgb-front

ZoraizQ / agriscan

elfailali / plante-disease-detection

varnit-ta / AgroInsight

Alok-2002 / Plant_Disease_Classifier_Frontend

attaullah / downsampled-plant-disease-dataset

dev-abir / chlorophyll

RamAKAYash / plant-Disease-predictor

SaiJeevanPuchakayala / ChromaticScan