It ain't fashion, if it ain't sustainable

Marat Ibragimov

Return to Sender / Predictive Models

22 March 2024

3 minutes

The study model enhanced by the neural network thus predicted return rates based on image and colour in addition to the baseline of seasonality, price, and type of garment.

Better Predictive Models Could Lead to Fewer Clothing Returns, Finds Study

Returns are the bane of any retailer and a new study suggests a scalable illustrative machine-learning model that could help reduce returns and improve profit by more than 8 per cent.

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Staff Writer

Young India Fashion Survey 2025

Textile Recycling Expo

ITF Intertex Portugal 2025

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Circularity Narratives / ESCF Project Report

Participation in ESCF was not token—it demanded deep engagement from all. For Yee Chain, this meant drawing from years of hands-on trials in circular textile manufacturing. As supply chain partners, it was committed to share its existing knowledge and to advance development/ use of new knowledge and tools to actively contribute to the project.

Enabling Systemic Circularity and a Collective Push for Industry-Wide Change

Subir Ghosh

18 April 2025

Circularity Narratives / Yee Chain International Interview

Unified standards, greater efficiency, and reduced fragmentation could be the shared goal of the future for the industry. However, achieving this would be incredibly challenging; hence tailoring solutions to specific contexts while ensuring coherence and interoperability across different regions is the way forward.

Falling into the Blame Game Is Counter-Productive for all in the Value Chain

Subir Ghosh

16 April 2025