I am a Senior Research Scientist at CSIRO who specialises in Agroecological modelling.

Various Kaggle image classification challenges solutions

AI-powered plant disease detection system using deep learning. Upload plant images to instantly identify 30+ diseases across Apple, Corn, Grape, Potato, Tomato & more crops. Built with FastAPI + React TypeScript. Ready for cloud deployment.

Analysis of Plant Pathogen Pathotype Complexities, Distributions and Diversity

The Cotton Disease Detection System is an AI-powered web application that helps farmers and agricultural experts identify diseases in cotton plants through image analysis.

This project is an AI-powered plant disease prediction tool utilizing Convolutional Neural Networks (CNN). It is specialized for identifying diseases in maize, potato, tomato, and rice crops, helping farmers and agricultural professionals detect and manage crop diseases early.

A systematic/quantitative review of articles, which provides a basis for identifying what has been done so far in the field of plant pathology research reproducibility and suggestions for ways to improving it.

An Open Source Disease Detection Platform for Microimaged Plant Phenotypic Characteristics (Currently for Tomato, Cucurbit, and Grape)

Identificação de doenças em folhas de maçã, utilizando rede neural convolucional. Identificando as folhas que estão saudáveis, as que estão infectadas com a ferrugem da macieira, as que têm sarna da macieira e as que têm mais de uma doença.

Leaf disc scoring pipeline for estimating the area of infection on leaf discs from inoculation experiments.

Kaggle's plant disease image classification competition. Finetuning pre-trained CNN models, loss functions, and optimizers in order to achieve better results.

Analysis of various Deep Learning architectures for the detection of Corn🌽 Leaf Diseases

Medico is an AI model which assess the health of an apple leaf and classifies to one of the four categories

Contains my kaggle kernels

Este es un espacio de un no-programador para no-programadores que quieren aprender un poco más de sobre ciencia de datos, genética y bioinformática. Y porque no, un lugar en donde los programadores pueden colaborarnos en este proyecto.

Android app for estimating apple tree condition

Classifier build to recognize disease on apple leaves images

Microbiome analysis for phosphate-defense interaction

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