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Amanda Boatswain Jacques's Projects

asabe-2018 icon asabe-2018

Design and software for the multiple robots that will autonomously harvest and sort apples.

cv-based-yield-monitor icon cv-based-yield-monitor

Code developed for my Masters thesis project. A machine vision-based yield monitor was designed to perform identification, size categorization and continuous counting of shallot onions in-situ during the harvesting process. The system is composed of a video logger and global positioning system (GPS), coupled with computer software developed in Python. Computer vision analysis is performed within the tractor itself while an RGB camera positioned directly above the harvesting conveyor collects real time video data of the crops under natural sunlight conditions. Vegetables are segmented using Watershed segmentation, detected on the conveyor and then classified by size.

deep-learning-in-python icon deep-learning-in-python

Repository for exercises in François Chollet's book. All examples are run using the AWS Sagemaker Cloud service.

mchacks2020 icon mchacks2020

Our food waste reducer keeps track of the grocery items you keep into your fridge. Every time you buy an item, your fridge scans its UPC code, grabs the item's name, stores the data, and automatically notifies you when it's nearing its expiration date.

ml-class icon ml-class

Machine learning lessons and teaching projects designed for engineers

pythonprogrammingtest icon pythonprogrammingtest

This is a repository for the Python test code. This code contains answers for the three questions (A, B, and C) provided by the company.

tutorial-introtopythonprogramming icon tutorial-introtopythonprogramming

A short Jupyter Notebook showing some key introductory concepts and functionalities in Python Programming. This tutorial was created for the Macdonald Campus Robotics club and was also shown to students in the Instrumentation and Control course (BREE 504) at McGill University.

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