Process and manipulate images with Pillow for thumbnails, filters, and transformations.
Create image processing functions for: [DESCRIBE YOUR IMAGE NEEDS] Operations needed: - [ ] Resize/thumbnail - [ ] Crop - [ ] Rotate - [ ] Format conversion - [ ] Filters and effects - [ ] Text overlay - [ ] Watermarking - [ ] Batch processing - [ ] Metadata handling Image types: [JPEG/PNG/WEBP/GIF] Volume: [IMAGES TO PROCESS] Provide: 1. Image loading and saving 2. Resize with aspect ratio 3. Thumbnail generation 4. Cropping and rotating 5. Color adjustments 6. Filter application 7. Text and watermark overlay 8. Batch processing pipeline 9. Memory optimization 10. Error handling 11. Testing image operations
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[DESCRIBE YOUR IMAGE NEEDS][IMAGES TO PROCESS]