Catalyst

TAILORFIT: a tailor sends a customer a link either through social media or as an SMS. The customer takes a front photo and a side photo on their own phone and types in their height. A minute later the tailor has a 12-measurement sheet, each number marked high, medium or low confidence, plus yardage and a printable cutting sheet. THE PROBLEM In Nigeria, made-to-measure clothing still depends on someone physically measuring you. Customers who have travelled can't be measured at all, numbers sent over WhatsApp get mixed up, and a wrong number is expensive when cloth is bought by the yard. Most measurement apps give one confident-looking number. A tailor can't cut from a number they don't trust. WHAT IT DOES - The tailor sees which two or three numbers to check with a tape first, and leaves the rest alone. - 13 styles (agbada, senator, kaftan, iro and buba and more), adjustable ease, live yardage for 36, 45 or 60-inch cloth, and a printable cutting sheet. - The customer needs no app. The camera confirms the whole body is in frame, gives feedback in English or Pidgin, and can preview the style in their own fabric. - Tailor corrections are stored next to our estimates. A steady bias in a measurement is corrected automatically for that tailor. HOW IT WORKS 1. Muse Spark checks each photo (loose clothing, posture, arms, light, framing) and rejects unusable ones with a plain reason. 2. SAM 3.1 returns body and face masks. Faces are blurred immediately. 3. Deterministic geometry, not a model call, turns the scaled silhouettes into girths and lengths. 4. Confidence combines mask quality, the photo verdict, front/side agreement and each measurement's benchmark error. 5. Muse Image renders the style in the customer's fabric, and Muse Spark checks the proportions. It is labelled "Preview, not the final garment". PRIVACY Photos are deleted after processing unless the customer opts in. Each tailor sees only their own customers. Demo email and password login for judges: etimpaul22@gmail.com — Tamash!141522