The background processing module of AIArtTools is optimized specifically for the needs of the e-commerce industry, and its technical advantages are mainly reflected in three aspects: firstly, it adopts the improved U-Net segmentation algorithm to achieve a subject recognition accuracy of more than 95%, and it can accurately process even complex edges such as hair strands and transparent materials; secondly, the intelligent background synthesis system supports natural fusion, and it can automatically match light and shadow effects according to the characteristics of the product It can automatically match the light and shadow effects, for example, automatically enhance the reflected light when placing jewelry products on a black velvet background.
Actual test data shows that compared with traditional keying software, the platform completes the background replacement of a single product picture in just 8 seconds, increasing efficiency by 15 times. The batch processing mode supports the simultaneous upload of 20 pictures and the application of a unified background template, which is especially suitable for clothing, 3C and other categories that require multi-SKU display. A cross-border e-commerce case shows that the optimized product image using this tool increases the conversion rate by 22%.
The platform also innovatively provides context-aware background generation function, such as inputting "put the watch in the Scandinavian style study", AI will intelligently generate a scene in line with the brand's tone, including reasonable arrangement of bookshelves, lamps and other accompanying elements, and this scenario processing capability has a leading edge in the industry at present.
This answer comes from the articleAIArtTools: AI tools for fast image editing and conversion with text descriptions》
