AI can reconstruct crops from single photos of clothes

According to a new study published on a preprint website, artificial intelligence (AI) can transform a single photo of a piece of clothing into a precise cutout to recreate the garment.

Image source: "New Scientist" website

Garment manufacturing personnel need to make different shapes of material pieces according to the cutting drawings, use them as templates to cut and sew various fabrics, and finally integrate the various parts into a complete garment. Reversely reconstructing crop patterns from finished garments is a time-consuming task, but researchers at Singapore's Marine Artificial Intelligence Laboratory successfully achieved it by training an AI model using 1 million garment images and related crop patterns known to belong to the same garment. The original crop can be reconstructed with 95.7% accuracy from just a single photo of clothing

The researchers developed a two-stage AI system that analyzes never-before-seen images of clothing, figures out how to break them down into their component parts, and predicts where to stitch to form the garment.

Researchers say the first application of this technology will be in virtual reality, or virtual worlds, by digitally recreating the clothing people see and wear in real life. The researchers also hope that this artificial intelligence technology can be used in the real world, simply taking a picture of someone to help them further design clothing

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