ZackAkil/rgb-neural-net
Physical visualisation of neural network learning using RGB leds, arduino and raspberry pi.
This project offers a unique, physical way to visualize how a neural network learns. It takes data you want to classify (like survey responses for product preferences) and shows the neural network's internal 'thought process' in real-time through a wall-mounted display of colored LEDs and fiber optics. Anyone interested in understanding or teaching the basics of machine learning, especially those who prefer hands-on, tangible demonstrations, would find this engaging.
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Use this if you want to create a captivating, physical art installation that also serves as an educational tool to visually demonstrate how a neural network trains and updates its internal connections.
Not ideal if you're looking for a software-only visualization tool or need to monitor the training of complex, deep learning models with many layers and nodes.
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75
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11
Language
Jupyter Notebook
License
GPL-3.0
Category
Last pushed
Mar 23, 2018
Commits (30d)
0
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