Source: Google Blog, Nov 2010
The way we shop for fashion is different from how we buy cameras—especially online. With fashion, reviews and specs are less important; fashion shopping is about discovering something that fits your taste and feels right. The web works well for buying cameras and other hard goods but for soft goods, such as clothing and accessories, it’s not the same as shopping in a store.
What’s more, the market for soft goods online is growing tremendously. A year and half ago, our team (which at the time was part of Like.com) started to wonder if we could create a better experience for people to shop online. Our team consists of PhDs in computer science with an emphasis on machine learning and computer vision, along with fashion designers and stylists—we jokingly called ourselves the computer nerds and fashion nerds (and a few of us were both). So, we set out to create a new way to browse, discover and shop for soft goods online.
Today, we’re excited to share with you our first step towards realizing this goal. It’s called Boutiques.com: a personalized shopping experience that lets you find and discover fashion goods, by creating your own curated boutique or through a collection of boutiques curated by taste-makers—celebrities, stylists, designers and fashion bloggers. Boutiques uses computer vision and machine learning technology to visually analyze your taste and match it to items you would like.
First we partnered with taste-makers of all types. We asked them not just to curate 10-50 great items they loved, but also to teach our site their style and taste. They did this by telling us what colors, patterns, brands and silhouettes they loved and they hated. They took a visual quiz that taught the site to understand their style genre: Classic, Boho, Edgy, etc. Our machine learning algorithms use this information to enable you to shop all of the inventory in the style of that taste-maker, on top of the 50 items they’ve hand-curated.
In addition to all this, Boutiques offers a variety of features to search and discover merchandise including:
Advanced search filters – Filter by genre, silhouette, pattern, color families and sizes.
Inspiration photos – Try a search for [yellow pumps] and you’ll see matching outfit ideas to the right of the search results. We feature images from streetstyle sites, and collage and styling sites to provide you with the online equivalent of styled mannequins to give you inspiration.
Visual search – Sometimes you love an item but not in a particular color. We analyze the photograph of an item for its color, shape and pattern and try to help you find visually similar items.
Boutiques on your tablet – Download our iPad application, lean back and move through inventory as if you were flipping through clothes on a rack at the store.