Using Machine Learning technology to work with Family photos is the first arc. I'd like to work on this problem as a way to understand machine learning as well as solve problems related to documenting and learning about family history.
What is machine learning and inspirational resources:
3Blue1Brown
https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
Two Minute Papers
https://www.youtube.com/user/keeroyz
Architects of Intelligence:
https://www.amazon.com/Architects-Intelligence-truth-people-building-ebook/dp/B07H8L8T2J
Examples:
Yolo
https://pjreddie.com/darknet/yolo/
DeOldify
https://github.com/jantic/DeOldify
Tutorials:
https://www.pyimagesearch.com/
Colab.Research/Jupyter Notebooks:
StyleTransfer:
https://colab.research.google.com/drive/1gOSl-TE0MjevJdXlrBZXYgY6xgReVgbH#scrollTo=D4X89hbntDoP
DeOldify:
https://colab.research.google.com/drive/1lIbsasBF4Qmt-0GUoXVNr6fQQvmifSag
Technology:
Keras
TensorFlow
Tensorflow.js
PyTorch
FastAI
Dlib: