A product image color categorization module for Magento 2
A product image color categorization module for Magento 2.
The module is free and open source.
It uses the Google's Cloud Vision API (based on deep learning) to detect the dominant color of a product's primary image, and then it automatically assigns the proper color swatch to the product.
When a product is saved, the module checks whether the product is a configurable child.
If so, the module checks whether the product's base image was changed. If so, the module analyses the image's colors using Google Cloud Vision API:
Then the module calculates the difference between the primary color and all swatches using the Delta E (CIE 2000) algorithm.
Sometimes the algorithm does not produce the result you want. In this case, you can correct the algorithm by specifying additional swatches for a desired color:
The module uses all samples in a color distance calculation and picks the minimum result as the distance between the swatch and the product image's dominant color. The module has a tesing sandbox. Put test images to the
pub/media/mage2pro folder, and then go to the
The sandbox will show what the module thinks about the images colors:
Please note that the module uses only color of the
color Magento product attribute, so to make the module operate more colors, just add more swatches to the
The module requires Google Application credentials. Put them to the
Hire me in Upwork, and I will: - install and configure the module properly on your website - answer your questions - solve compatiblity problems with third-party checkout, shipping, marketing modules - implement new features you need
bin/magento maintenance:enable rm -f composer.lock composer clear-cache composer require mage2pro/color:* bin/magento setup:upgrade bin/magento cache:enable rm -rf var/di var/generation generated/code bin/magento setup:di:compile rm -rf pub/static/* bin/magento setup:static-content:deploy -f en_US <additional locales> bin/magento maintenance:disable
bin/magento maintenance:enable composer remove mage2pro/color rm -f composer.lock composer clear-cache composer require mage2pro/color:* bin/magento setup:upgrade rm -rf var/di var/generation generated/code bin/magento setup:di:compile rm -rf pub/static/* bin/magento setup:static-content:deploy -f en_US <additional locales> bin/magento maintenance:disable bin/magento cache:enable