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Smart Seamstress: AI for Custom Fashion Design Tools (AI in Everything Everywhere) by Robert Breeser
English | October 6, 2025 | ISBN: N/A | ASIN: B0FV4NSNG4 | PDF | 0.13 Mb
Design smarter, faster, and more personally with AI.
Smart Seamstress is a practical guide for fashion designers, technical designers, and developer-makers who want to build custom fashion tools with artificial intelligence. From pattern generation and style recommendation to fabric and color analysis, the book shows how to combine design sensibility with accessible machine-learning workflows using TensorFlow, OpenCV, scikit-learn, and MatDescriptionlib.
You'll learn how to:Generate original digital patterns and motifs from image datasetsBuild style-recommendation engines tailored to body data and preferencesRun fabric and color analysis (texture, hue, palette harmony) with computer visionForecast trends with lightweight time-series modelsVisualize designs and classify styles to speed tech-pack workflowsShip ethical AI features that respect privacy, provenance, and fairnessWhether you're a studio designer, indie brand, or creative coder, Smart Seamstress helps you prototype AI-powered fashion tools that keep the human in the loop-and the craft at the center.
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