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Ollie Ballinger's Projects

eagle-vision icon eagle-vision

Deployed bird classification webapp using Deep Learning, Docker, and Streamlit. Users can go onto the webapp and either upload their own images of birds or select from a set of images to feed through a Deep Learning model and display a prediction.

face-network icon face-network

Create a social network graph based on coappearance in images

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

high-resolution-spei icon high-resolution-spei

A sample workflow to generate a high-resolution version of the Standardized Precipitation-Evapotranspiration Index

informal-settlement-mapping icon informal-settlement-mapping

This is a tool built as part of a collaboration between the Rhodes Artificial Intelligence Lab (RAIL) and the World Food Programme (WFP).

machine-learning-crop-identification icon machine-learning-crop-identification

Here I show how to integrate information on crop cycles with a CART classification algorithm in Google Earth Engine to identify sugarcane in Punjab, Pakistan.

pest-forecasting-tool icon pest-forecasting-tool

This is a joint repository for the development of an open source tool to forecast agricultural pest movements across Sub-Saharan Africa, involving a collaboration between the Rhodes Artificial Intelligence Lab (RAIL), the Intergovernmental Authority on Development (IGAD), and the World Food Program.

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