plant-disease-detection

There are 14 repositories under plant-disease-detection topic.

pratikkayal / PlantDoc-Dataset
Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020
plant-disease-detection dataset detection diseases paper
205
farmassistX / farmassist
Farmassist is a smart farming app for IoT and AI-powered plant disease detection. It is built with Flutter and uses Firebase as its backend.
flutter dart plant-disease-detection farm-management iot mobile-app smart-farming
Language:Dart 161
manthan89-py / Plant-Disease-Detection
Bases on Leaf images we are trying to predict plant disease using convolutional neural network. PyTorch implementation
plant-disease-detection leaf-images convolutional-neural-networks pytorch disease deep-learning cnn-model
Language:Jupyter Notebook 151
kashish-ag / Detection-of-Plant-Disease
A plant disease detector (classifier) based on the PlantVillage dataset
python3 opencv tensorflow sublime-text biology plants plant-disease-detection
Language:Jupyter Notebook 60
UtkarshA135 / KisanSeva
An all purpose flutter app for farmers made under Food and Agriculture theme in Accelathon hackathon
crop-prediction farmers agriculture plant-disease-detection flutter firebase google-teachable-machine tensorflow weather-api multilingual otp-verification
Language:Dart 55
AnnadataHackfest / Annadata
An application that provides complete assistance to farmers right from sowing to harvesting. Its features include plant disease detection, crop recommendation, real-time API support for environment analysis, detailed crop-cost analysis, buy/sell/rent farming equipment and an interactive farmers' community.
learn chatbot collaborate crop-recommendation farmer plant-disease-detection hacktoberfest hacktoberfest-accepted
Language:JavaScript 44
iremakalp / Plant_Disease_Detection
This repo contains the python codes of my final thesis "Analysis of leaf species and detection of diseases using image processing and machine learning methods".
machine-learning cnn-classification vgg16-model vgg19-model alexnet-model resnet50-model plant-disease-detection opencv-python keras-tensorflow image-processing inceptionv3-model
Language:Jupyter Notebook 35
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
DevilStudio27 / Plant-Disease-Detection-and-Solution
Plant disease detection and Solution using Image Classification
plant-disease-detection tensorflow keras-models machine-learning android
Language:Jupyter Notebook 23
mhdb96 / Chernozem
👨🏻‍🌾 An Expert System for smart farming which provides the farmers with best solutions and hardware matching their needs exactly, with the ability to monitor and control the hardware remotely through the website UI in real-time.
laravel iot adminlte expert-system smart-farming arduino nodemcu firebase-realtime-database realtime-tracking smart-farm dht11 php javascript chernozem ai image-processing plant-disease-detection
Language:PHP 20
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 18
dev-shetty / rudraksh
Rudraksh - Blending Tech with Nature's Essence, Unveiling Plant Health
nextjs plant-disease-detection tailwindcss typescript rudraksh api hacktoberfest
Language:TypeScript 17
pitmonticone / PlantDiseaseClassification
Dataset Analysis & CNN Models Optimization for Plant Disease Classification.
neural-network neural-networks convolutional-neural-networks deep-learning deep-neural-networks plant-disease-classification plant-disease-detection classification-algorithims plant-pathology-fgvc7 data-science computer-vision computer-science
Language:HTML 12
Vignesh227 / Plant-Disease-Prediction
Upload leaf image🌱 and predict the plant disease.
flask html-css-javascript plant-disease-detection python resnet
Language:Jupyter Notebook 12
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 11
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 11
lostmartian / crop-recommendation-and-plant-disease-detection
Saathi - Crop recommendation using ML and plant disease identification using CNN and transfer-learning approach
crop crop-recommendation machine-learning plant-disease-detection recommendation
Language:Jupyter Notebook 11
amit-timalsina / Goodleaf
This is a deep-learning-powered forum for farmers. Its main features are leaf disease detection, providing remedies for diseases, and related posts aggregation.
agriculture forums-belonging plant plant-disease-detection forum-for-farmers computer-vision
Language:CSS 9
CodeDroid999 / CropCareAI
CropCareAI is an AI-powered web application built using Flask to assist plant enthusiasts, farmers, and researchers in identifying and diagnosing plant diseases using pretrained Machine Learning models.
ai flaskwebapplication ml ml-models-export plant-disease-classification plant-disease-detection plant-disease-identification python tensorflow
Language:HTML 9
BharathJawahar / Plant-Disease-Detector
Web Application which predicts Plant's Disease using ML Models
plant-disease-detection plant-disease-identification tensorflow fastapi cnn cnn-model jupyter-notebook
Language:JavaScript 7
InPhyT / Plant_Disease_Classification_CNN
Dataset Analysis and CNN Models Optimization for Plant Disease Classification.
neural-network neural-networks machine-learning machine-learning-algorithms image-classification image-recognition plant-disease-identification plant-disease-classification plant-disease-detection deep-learning deep-neural-networks convolutional-neural-networks optimization optimization-algorithms
Language:HTML 6
Amagnum / Vegigo_Plant_Disease_Detection_App
We created a system that can help maintain home plants or even a full farm — giving our farmers the power of automated AI system to sustain their farm health. Indian agriculture farmers generally suffer due to the low production of crops. The problems lie in conveying a proper message and guidance to maintain their fields efficiently.
plant-disease-detection farmers plants machine-learning flutter flutter-apps
Language:Dart 5
RoshitaB / Sugarcane-Leaf-Disease-Detection
Transfer-Learning based Sugarcane Leaf Disease Detection Using DenseNet201 Architecture
densenet201 plant-disease-detection transfer-learning
Language:Jupyter Notebook 5
Saideepthi123 / Plant-disease-detection
An application that for farmers to detect the type of plant or crops, detect any kind of diseases in them. The app sends the image of the plant to the server where it is analysed using CNN classifier model. Once detected, the disease and its solutions are displayed to the user
plant-disease-detection streamlit deep-learning
Language:Python 4
SAURABHSINGHDHAMI / Plant-Disease-Detection
A comprehensive project utilizing CNN and Deep Learning to detect and classify diseases in plants, enabling farmers and experts to prevent outbreaks and protect crop yield.
cnn deep-learning plant-disease-detection agriculture-crop-protection
Language:Jupyter Notebook 4
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 3
deepthiinduri / FARMACY
PLANT DISEASE DETECTION USING CNN
cnn efficientnetv2 flask plant-disease-detection python resnet50 vgg16
Language:Jupyter Notebook 3
iamtariqul / Digital_Farmer-Plant_Diseases_Recognition
The identification of plant disease is the premise of the prevention of plant disease efficiently and precisely in a complex environment. Machine Learning algorithm this work attempt to predict in an earlier stage and outcomes are better.
cnn-algorithm cnn-model deep-learning disease-prediction farmer machine-learning plant plant-disease-detection plant-disease-identification plant-growth
Language:JavaScript 3
mounikpatel / plant-disease-detection
detecting disease in plants' leaves using transfer learning: Inception v3 model.
computer-vision image-processing inceptionv3 plant-disease-classification plant-disease-detection transfer-learning
Language:Jupyter Notebook 3
old-school-kid / never-gonna-leaf-you
An app to detect and classify plant disease
android disease-detection plant-disease-detection tensorflow
Language:PureBasic 3
OmidGhadami95 / EfficientNetV2B0---PlantVillage
Plant disease detection on PlantVillage dataset using EfficientNetV2-B0
disease-detection efficientnet efficientnetv2 plant-disease-detection plantvillage plantvillage-dataset efficientnetv2-b0 efficientnetv2b0 confusion-matrix f1-score google-colab googlecolab keras python tensorflow tensorflow2
Language:Jupyter Notebook 3
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
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 2
Izhan-07 / FoliumScope
FoliumScope is a machine learning model which detects the plants disease, developed by ADG Team – Harshit, Izhan, Nihal. This project is for the Agrithon conducted by VIT
flask image-classification keras python tensorflow object-detection plant-disease-detection
Language:HTML 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
xml94 / EmbracingLimitedImperfectTrainingDatasets
Embrace limited and imperfect training datasets in plant disease recognition using deep learning.
data-centric-ai deep-learning plant-disease-classification plant-disease-detection precision-agriculture smart-agriculture
2

plant-disease-detection

pratikkayal / PlantDoc-Dataset

farmassistX / farmassist

manthan89-py / Plant-Disease-Detection

kashish-ag / Detection-of-Plant-Disease

UtkarshA135 / KisanSeva

AnnadataHackfest / Annadata

iremakalp / Plant_Disease_Detection

IsraelAbebe / plant_disease_experiments

DevilStudio27 / Plant-Disease-Detection-and-Solution

mhdb96 / Chernozem

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

dev-shetty / rudraksh

pitmonticone / PlantDiseaseClassification

Vignesh227 / Plant-Disease-Prediction

amine-amali / detecting-diseases-in-plant

joaopauloschuler / two-branch-plant-disease

lostmartian / crop-recommendation-and-plant-disease-detection

amit-timalsina / Goodleaf

CodeDroid999 / CropCareAI

BharathJawahar / Plant-Disease-Detector

InPhyT / Plant_Disease_Classification_CNN

Amagnum / Vegigo_Plant_Disease_Detection_App

RoshitaB / Sugarcane-Leaf-Disease-Detection

Saideepthi123 / Plant-disease-detection

SAURABHSINGHDHAMI / Plant-Disease-Detection

ankitsinghh12 / plant-disease-detection-final

deepthiinduri / FARMACY

iamtariqul / Digital_Farmer-Plant_Diseases_Recognition

mounikpatel / plant-disease-detection

old-school-kid / never-gonna-leaf-you

OmidGhadami95 / EfficientNetV2B0---PlantVillage

dev-abir / chlorophyll

elfailali / plante-disease-detection

Izhan-07 / FoliumScope

SaiJeevanPuchakayala / ChromaticScan

xml94 / EmbracingLimitedImperfectTrainingDatasets