Python SDK Tutorial №3: Augmentations¶
- 1. Augmentations Basics
- 2. Required Imports
- 3. Prepare Sample Input
- 4. Load Input Data
- 5. Define Visualization Helpers
- 6. Original Image and it’s Annotation
- 7. Spatial Augmentations
- 8. Horizontal Flip (left-right)
- 9. Vertical Flip (upside-down)
- 10. Random Crop - Height and Width from Range
- 11. Random Crop - Fixed Height and Width
- 12. Deterministic Crop (relative units)
- 13. Deterministic Crop (absolute pixels)
- 14. Resize
- 15. Scale Proportionally
- 16. Rotate (with padding)
- 17. Rotate (without padding)
- 18. Per-pixel Augmentations
- 19. Random Brightness
- 20. Random Contrast
- 21. Random Gaussian Noise
- 22. Random per-color Scale
- 23. Blur
- 24. Median Blur
- 25. Gaussian Blur