This repository contains notebooks and scripts to train neural network classifier on Plant Pathology 2020 Kaggle comptetition data. The model will be then used in Android application 📲, in order to make it possible for people to use it.
Hopefully it turns out to be usefull for someone 👩🏼🌾.
+ Misdiagnosis of the many diseases impacting agricultural crops can lead to misuse of
+ chemicals leading to the emergence of resistant pathogen strains, increased input costs,
+ and more outbreaks with significant economic loss and environmental impacts.
+ Current disease diagnosis based on human scouting is time-consuming and expensive,
+ and although computer-vision based models have the promise to increase efficiency,
+ the great variance in symptoms due to age of infected tissues, genetic variations,
+ and light conditions within trees decreases the accuracy of detection.The source code for the app will be stored in separate repository.
Link to comptetition: https://www.kaggle.com/c/plant-pathology-2020-fgvc7