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EcoThreads!

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Did you know that clothes and other textiles are the most purchased products in the U.S. this year? Unfortunately, 87% of their materials end up in landfills. So, I created EcoThreads: a website utilizing a deep-learning image classification model to classify items in your wardrobe and offer creative solutions to upcycle them.

Link to Slidedeck: https://docs.google.com/presentation/d/1spe7nQsxPNm-JEQYdvFuqjai2PHskKbjhXWf7QXtm90/edit?usp=sharing

Link to Video Presentation: https://drive.google.com/file/d/1YXLJN5IfpyFQlSjhIEDOqRAiW4Ua8BM2/view?usp=drive_link

Due to file size restrictions on Github, I am unable to upload the file where my model is saved. On my local device, this path is saved as 'fashion-classifier.pth'

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A webapp utilizing a fine-tuned Vision Transformer that classifies apparel from a custom fashion dataset and generates creative, sustainable upcycling ideas.

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