notes.md

# Image Processing Pipeline Notes

## Task Tracking

| Task | Status |
|------|--------|
| Split images correctly and discard half-generated images | ✅ |
| Increase split images sizes | ✅ |
| Upscale images and increase resolution | ✅ |
| Ensure everything is working correctly | ✅ |
| Review and adjust images | ✅ |
| Use better Image processing techniques and models | ⬜ |

## Original Task List
1. Split the images correctly and discard half generated images.
2. Increase split images sizes.
3. Upscale images and increase resolution.
4. Ensure everything is working correctly.

## Process Flow

```mermaid
graph TD
    A[Input Image] --> B[Split Images]
    B --> C{Quality Check}
    C -->|Good Quality| D[Size Increase]
    C -->|Poor Quality| E[Discard]
    D --> F[Upscale]
    F --> G[Resolution Enhancement]
    G --> H[Final Quality Check]
    H -->|Pass| I[Final Image]
    H -->|Fail| J[Review & Adjust]
    J --> B
```

## Notes
- ⬜ = Not Started/In Progress
- ✅ = Completed
- Update checkboxes as tasks are completed
- Follow the process flow for each image processing task
- Ensure quality checks are performed at each stage