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example of dataset image used
Inspiration
As part of a school project to teach about neural network architecture and development
What it does
It detects if an image contains a wink, a blink or open eyes. Will also determine if it is a right or left blink.
How I built it
Used a nearual network
Challenges I ran into
The archetecture and sizes of the NN also the proccessing of the large datatesets and labelling of the training data. Collection of training data
Accomplishments that I'm proud of
completion and accuracy.
What I learned
Coding a neural network
What's next for BlinkDetector
Perhaps inplementing it as a live video process
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