photo-editor

To batch resize and optimize images, you apply resize and format conversion workflows across entire folders using sharp. This generates performance-oriented outputs like WebP and AVIF while maintaining quality control parameters.

Phone photos appear rotated when EXIF orientation metadata is ignored during processing. You must apply orientation-safe image editing to read and auto-fix EXIF tags before any crop or resize transformations to ensure correct visual output.

Yes, you can add semi-transparent watermarks to multiple images using batch processing workflows. By applying a logo overlay during the image optimization pipeline, you can efficiently watermark folders of images while simultaneously resizing or converting formats.

The best way to generate thumbnails is using sharp for high-throughput resize workflows with appropriate resampling choices. This ensures optimized, correctly cropped thumbnail outputs while avoiding destructive re-encoding of the original high-resolution source files.

Yes, this photo editing approach supports background removal using rembg and denoising via OpenCV-driven steps. It applies enhancement and filtering workflows including brightness, contrast, sharpness adjustments, blur, and edge enhancement for creative edits.

You should use sharp instead of Pillow for high-throughput image optimization pipelines. Pillow handles general edits, while sharp provides performance-oriented batch processing, and OpenCV manages vision tasks like denoise and edge enhancement.