DecodeAI
Computer Vision Specialization
Free

Vision Pipelines & Transfer Learning

Data, augmentation, backbones, and fine-tuning for image tasks.

Cheatsheet — CV Transfer Learning

  • Freeze early layers first
  • Match input resolution to backbone expectations
  • Log class balance and hard negatives
  • Prefer macro metrics when classes are skewed