Convolutional Neural Network · Image classification

Drowsiness Detection

Start date

2021

Role

Lead Engineer

Project type

Convolutional Neural Network · Image classification

Video Diary - Ideation & Planning

Video Diary - Ideation Finalisation and Prep for AI training

Video Diary - Use CNN for training dataset

Video Diary - Transfer learning using existing models

Built with

Python
Tensorflow

An Artificial Intelligence project using Convolutional Neural Network (CNN) for image recognition and classification.

I spent a lot of time trying to dig out the academic report that was done for this university project but couldn't find any, so we're just gonna have to live without it 😭.


What I learned from this project is:

  • AI training is 20% coding and 80% data collating & processing skills 🥲.

Gallery

Data augmentation
Training & Validation charts
Heatmap
Super-imposed image results

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