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Entropic Associative Memory experiments for facial emotion recognition

Used Python 3.12.2 and Tensorflow 2.16.1 on a laptop computer with specifications:

  • OS: Arch Linux x86_64, Kernel: Linux 6.8.9-zen1-2-zen
  • CPU: 12th Gen Intel(R) Core(TM) i7-12700H (20) @ 4.70 GHz
  • GPU: NVIDIA GeForce RTX 3070 Ti Laptop GPU
  • RAM: SODIMM 32GB DDR5 @ 4800 MT/s

Dataset

FER2013 (source: https://www.kaggle.com/datasets/msambare/fer2013) with the following modifications:

  • Removed disgust folder and images from test and train subsets
  • Converted every image into png

data.zip is the result of these changes, data folder must be unpacked in project root

Usage:

Run run.sh to begin experiment 1

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Entropic associative memory experiments for facial emotion recognition.

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