Introduction
The objective of our ML system is to be able to extract the image type and color from the images of the advertisers' inventories.
Currently supported values:
Image type:
Dealer, Stock, Placeholder
Color:
Black, Blue, Brown, Burgundy, Green, Grey, Orange, Pink, Purple, Red, White, Yellow
The classification of the images is triggered after an SRPScrape process finished collecting the inventory data of an advertiser. The ML server responds with the type and color of each image, using the cached values if the image was previously tagged. If any of the images cannot be downloaded to be tagged they are skipped.
So far we've worked with two different approaches for image tagging.
It's important to note that only the Image Type model is managed by us. The color model was created by another company and it's not under our control.