Plant Disease Identification Using Convulutional Neural Network

AI powered plant disease detection and assistance platform currently available as an App and API.

Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.

Brazilian Agricultural Research Corporation (EMBRAPA) fully annotated dataset for plant diseases. Plug and play installation over PiP.

API for the plant disease recognition artificial inteligence project which I collaborated on as a member of Team fort in the NaijaHacks hackaton.

☘️ A beautiful Plant App UI written in Java for android with examples.

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

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/

Dataset used in "Efficient Identification of Apple Leaf Diseases in the Wild Using Convolutional Neural Networks".

Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".

Android app for plant disease identification using ML

plant leaf diseases prediction using four different trained models named pytorch, TensorFlow, Keras and fastai

A project to detect plant disease using leaf images and to calculate the percentage of leaf affected by the disease using OpenCV.

Source code for the paper "Color-aware two-branch DCNN for efficient plant disease classification".

Computer Vision Live detection of plant diseases

Simulation modelling of crop diseases using a Healthy-Latent-Infectious-Postinfectious (HLIP) model in Julia

This is a plant disease recognition machine learning model

Bangkit Capstone Project