At the RealReal we take in over 10k items daily. For each item 3-6 images are captured. Historically those images would be “retouched” by hand which include tasks such as aligning the mannequin, cropping at one of three fixed distances based on the length of the item, digitally removing the base of the mannequin and its shoulder seams all while providing a “luxury” feel. We’ve learned lots along the way to automating 87% of our supply saving millions each year.