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MSc Robotics Final Project by Johanna Amunyela

Project Gantt chart Review Update

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September 05, 2022

The Gantt Chart can be found on the link below

Update Project Plan- Gantt Chart

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Project objective

June 14, 2022

Goal: from fluctuating mining rate performance to reducing its variability, it stabilises frequent peak performance. process state improvement Overall objectives: • Maximising throughput • Process stability • Increased mining rate stability • Decreasing equipment wear • Improving energy efficiency • Predicting failure • Increase delivery on targets

Audio Pre-processing and training with a CNN and a Linear classification

October 03, 2022

using the example instruction found on the https://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5 website. We will start with sound files, convert them into spectrograms, input them into a CNN plus Linear Classifier model, and produce predictions about the class to which the sound belongs.