Connected Fashion
"Online clothing stores typically recommend products by looking at their customers’ past purchases or searches, and then suggest items that look similar to those products. Perhaps that’s a good strategy when you’ve only been searching for, say, a striped shirt and haven’t bought one yet. But what if you’ve just bought a striped shirt — what’s the likelihood that you’re going to buy another one? What if the store showed you a skirt that matched perfectly with that shirt instead? Wouldn’t that be more helpful?
In Part 1 of this series, we discussed how transfer learning allows you to enjoy the benefits of deep learning while avoiding the high training costs and effort. Using our Custom Collection API, which works based on this concept of transfer learning, we built a fashion matching demo. In this video, created in partnership with DeepLearning.TV, we’ll take a closer look at how e-commerce fashion sites can improve product recommendations to provide a better experience for shoppers, as well as boost likelihood to purchase.."
- https://indico.io/blog/deep-learning-fashion-matching-recommendations/
Fashion Matching Gallery
https://indico.io/gallery/fashion-recommend
How a Program is More Fashionable than Me
https://indico.io/blog/clothing-similarity-how-a-program-is-more-fashionable-than-me/
In Part 1 of this series, we discussed how transfer learning allows you to enjoy the benefits of deep learning while avoiding the high training costs and effort. Using our Custom Collection API, which works based on this concept of transfer learning, we built a fashion matching demo. In this video, created in partnership with DeepLearning.TV, we’ll take a closer look at how e-commerce fashion sites can improve product recommendations to provide a better experience for shoppers, as well as boost likelihood to purchase.."
- https://indico.io/blog/deep-learning-fashion-matching-recommendations/
Fashion Matching Gallery
https://indico.io/gallery/fashion-recommend
How a Program is More Fashionable than Me
https://indico.io/blog/clothing-similarity-how-a-program-is-more-fashionable-than-me/
Deep Learning in Fashion:
Part One: Fashion Matching
https://indico.io/blog/deep-learning-fashion-transfer-learning/
Part Two: Matching Recommendations
https://indico.io/blog/deep-learning-fashion-matching-recommendations/
Part Three: Clothing Matching Tutorial
https://indico.io/blog/fashion-matching-tutorial/
https://indico.io/blog/deep-learning-fashion-transfer-learning/
Part Two: Matching Recommendations
https://indico.io/blog/deep-learning-fashion-matching-recommendations/
Part Three: Clothing Matching Tutorial
https://indico.io/blog/fashion-matching-tutorial/
Fashion Retailing:
Embracing Intelligent Retail
https://news.microsoft.com/transform/delivering-fresh-customer-experiences-by-embracing-intelligent-retail/
https://news.microsoft.com/transform/delivering-fresh-customer-experiences-by-embracing-intelligent-retail/
Other:
Recommender AI:
http://rejoiner.com/resources/amazon-recommendations-secret-selling-online/
Using Artificial Intelligence at LL Bean to Support Customer Marketing
https://www.linkedin.com/pulse/using-artificial-intelligence-support-your-customer-marketing-gudat
Google AI:Fashion MNIST with Keras and TPUs
https://research.google.com/seedbank/seed/fashion_mnist_with_keras_and_tpus
http://rejoiner.com/resources/amazon-recommendations-secret-selling-online/
Using Artificial Intelligence at LL Bean to Support Customer Marketing
https://www.linkedin.com/pulse/using-artificial-intelligence-support-your-customer-marketing-gudat
Google AI:Fashion MNIST with Keras and TPUs
https://research.google.com/seedbank/seed/fashion_mnist_with_keras_and_tpus