A shop in Lagos lets customers snap a photo of an Ankara print and finds it in a catalogue of 40. The catalogue is ranked by distance in a learned embedding space and the best five rise on stands. Train with triplets, then set the margin to zero, mine only easy negatives, or compare raw vector lengths and watch the wrong prints win. This lesson needs JavaScript.