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FiberNet: auto-detection of multi-fibers in microscopic image using instance segmentation
Published in The Journal of The Textile Institute, 2023
Liran Zang, Binjie Xin
High-quality animal fibers are extremely significant in the luxury, high-value-added high-end industry, particularly the garment business, which is recognized for its specific and most unique functions such as comfort and softness. Cashmere, wool, camel hair, and other high-quality fibers are extensively utilized in the textile industry. Fine cashmere is well-known for its suppleness, soft and smooth handling, delicate sheen, and exceptional warmth retention (Xing et al., 2019). Camel hair is known for its warmth, comfort, and wear resistance, and it is commonly blended with wool to manufacture textiles like as coats and carpets owing to its expensive price. Owing to functional issues, fibers are frequently combined to generate textiles throughout the textile production process.