Ravindra BagaleCourses & study guides मराठी Track your progress

48. Small CNN Image Project in PyTorch

By Last updated:

Chhota CNN project — synthetic warehouse patches. Train, test batch, accuracy. Real CCTV nahi — API shikaycha.

What you will learn in this chapter

  • Project goal (fictional)
  • Synthesize tiny images
  • Train a small CNN
  • Holdout check
  • Practice before transformers

Fictional data

Blinkit / Amazon Now / Mauli Dairy figures in this chapter are fictional sample data for learning only. They do not show real company numbers. People names are for practice; e-mails use example.com.

Concepts in this chapter

  1. 48.1Project Goal (Fictional)
  2. 48.2Synthesize Tiny Images
  3. 48.3Train a Small CNN
  4. 48.4Holdout Check
  5. 48.5Practice, Tip and Close

The chapter recap is at the end of the last concept page.