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Machine Learning

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
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Snapshot / Recycling Crisis / II Feature
With Europeans producing 12.6 million tonnes of textile waste annually and most still ending up burned, dumped, or exported, the industry needs solutions that can deliver impact today, not in decades. The frenzied rush towards chemical recycling, while potentially transformative, risks creating expensive, exclusive pathways that leave the majority of textile waste unaddressed.

Beyond Chemical Promises: Why Textile Recycling Needs a Technology Reality Check

  • Subir Ghosh

3 June 2025
Under Scanner / Nike Wage Theft Analysis
Without binding frameworks, supply chains will continue to operate on a model of plausible deniability and race-to-the-bottom pricing.

Nike's Unpaid Wages and Erosion of Corporate Credibility in Global Supply Chains

  • Special Correspondent

8 May 2025
 
Textile Recycling Expo
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Tariff Turmoil / Developments Commentary
The legal battle over Trump's tariffs represents more than a dispute over trade policy; it embodies fundamental questions about American governance and the balance of power between branches of government.

Trump's Tariff Turmoil: Courts Challenge Presidential Authority in Landmark Trade Ruling

  • Richa Bansal

3 June 2025
Designer Talk / Nigerian Trends Report
These stunning runway moments at LagosFW24 redefined elegance with bold silhouettes, rich textures, and timeless sophistication.

How Lagos Fashion Blends Nigerian Tradition with Global Style Trends

  • Adwoa Owusuaa Bobie

29 May 2025
 
Young India Fashion Survey 2025