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Deep learning platform to register faces classify them by several categories 🧠🤖

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0rw3ll

🧠🤖 Deep learning platform to register faces classify them by several categories by:

  • Gender: Male or Female
  • Age ranges: at this moment we're trying to classify by 99 range of years
  • Feelings:
    • Happiness
    • Surprise
    • Indifference
    • Bewilderment

Also this should hashing the faces to avoid register duplicate data and get recurrency.

Developer notes

  • Download imdb dataset
  • TODO: Extract info about gender and age from [matlab file]
  • Copy result in project/ml/train/dataset
  • Train model:
python main.py -t params.json
  • Run
python main.py -m <model_id>

Requirements

  • >= Python3.6
  • pip3
  • Cuda 10.2
  • Nvidia drivers (dev ~> 440.64.00)
  • WebCam
  • Docker and Docker-Compose

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Deep learning platform to register faces classify them by several categories 🧠🤖

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