/learn_ml_cv_isp

Personal repo for implementing machine learning, computer vision, and image processing techniques to learn more about AI

Primary LanguageJupyter Notebook

Learn ML, CV, ISP

A repo on implementing machine learning, computer vision, and image signal processing algorithms in Python and C++

Todo

  • Transformers: Attention is All You Need
  • Transformers: Vision Transformers
  • Optimizers: Gradient Descent Methods: SGD, Adam, Momentum, Nestorov Momentum Stuff, etc.
  • Image Processing: Structure from motion (SFM)
  • Image Processing: Bundle Adjustment
  • MLOps: MLFlow, AWS Batch, AWS Sagemaker