Today we’re joined by Tom Szumowski, Data Scientist at URBN, the parent company of Urban Outfitters, Anthropologie and other consumer fashion brands.
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Tom and I caught up recently to discuss his project “Exploring Custom Vision Services for Automated Fashion Product Attribution.” We start our discussion with a definition of the product attribution problem in retail and fashion, and a discussion of the challenges it offers to data scientists. We then look at the process Tom and his team took to building custom attribution models, and the results of their evaluation of various custom vision APIs for this purpose, with a focus on the various roadblocks and lessons he and his team encountered along the way.
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We’d like to join Pegasystems, who is sponsoring today’s episode, in inviting you to meet meat the MGM Grand in Las Vegas June 2nd-5th at PegaWorld, the company’s annual digital transformation conference.
Pegasystems puts AI at the center of its customer engagement software so that it optimizes every customer touchpoint on every channel in real time. That way each interaction is relevant and timely to each individual customer, no matter if it’s a sales call, a digital marketing campaign or a customer service chat either online or in-store, and the system always learning in real-time to make the next interaction better.
Pegas customers are the real stars at PegaWorld. There you’ll hear great stories of AI applied to the customer experience at real Pega customers. The event is a great way to learn from a who’s who of the Fortune 500, and of course, I’ll be there and speaking as well.
To register, visit pegaworld.com and use the promo code TWIML19 when you sign up for $200 off. Again that’s TWIML19. It’s as easy at that. Hope to see you there!
Dev Summit attendees received an awesome gift box from Google that included some fun toys that will appeal to the hackers and builders in our audience, including the new Coral Edge TPU device and the SparkFun Edge development board powered by TensorFlow. If you’re a geek like me and get excited about toys like these, I’m excited to tell you that we’ve got our hands on a few of these for you, our dedicated listeners. To enter to win one, just visit twimlai.com/tfgiveaway and let us know what you would do with this kit if you got your hands on it.
Mentioned in the Interview
- Exploring Custom Vision Services for Automated Fashion Product Attribution: Part 1
- Exploring Custom Vision Services for Automated Fashion Product Attribution: Part 2
- Video: Automated fashion product attribution: A case study in using custom vision services vs. manually developed machine learning models
- Tom’s Presentations
- Check out all of our great series from 2018 at the TWIML Presents: Series page!
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- Register for the TWIML Newsletter
“More On That Later” by Lee Rosevere licensed under CC By 4.0