Special needs of e-commerce images
E-commerce platforms have strict requirements for the authenticity and detail retention of product images, and ordinary watermark removal may lead to distortion of product features.
Application Recommendations
- Protection of key areas: Use the -exclude_mask parameter to mark areas of merchandise detail to be retained
- Progressive restoration: Process in multiple passes, processing small areas at a time and checking for retention of key features
- Manual verification process: Key attributes such as color, texture, etc. must be checked for accuracy by operations staff after processing
- Metadata retention: Modify the code to keep the EXIF information from being lost
quality control
It is recommended to establish automated tests to 1) quantify the quality of restoration using SSIM structural similarity metrics, 2) validate keypoint matching on pre- and post-processed images, and 3) set a minimum acceptable quality threshold.
This answer comes from the articleWatermark Removal: open source image watermark removal tool, picture watermark recovery original imageThe
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