women’s style recommendation with artificial intelligence (part #2)

In “women’s style recommendation with artificial intelligence (part #1)”, I introduced my work toward developing artificial intelligence (AI) for fashion and style recommendation. Essentially, its an expert system built on a Bayesian belief network. Now I discuss model validation and next steps in the design iteration process. I first wanted to see if the trained […]

I figured out this whole “ladylike” thing today

“A ‘lady’ is a woman who, through her mere presence, simultaneously commands power while setting others at ease.” – Emily Marie Williams I achieved public womanhood on 14 July 2015 when I declared myself a woman before a judge and started living full-time as one. But as discussed several times on this blog, I work […]

women’s style recommendation with artificial intelligence (part #1)

Introduction We know several basic style “rules” (ha!) based on body shape: Skirts: “Apple” Body Shape: IF body shape is apple AND skirt has front zipper THEN don’t wear IF body shape is apple AND skirt has side zipper THEN wear IF body shape is apple AND skirt has no zipper THEN wear “Rectangular” Body […]

encoding fashion rules into mathematical data structures (part one)

As we build our fashion recommendation engine, we seek rules to populate it with. With few exceptions (e.g. [1]), we find these rules encoded in prose or infographic form, rather than a semantic web form suitable for computation. For example, [2] provides written advice on dressing fabulously for a “rectangular” women’s body type. The writers […]

flaunt those legs girl!

Transgender women typically sport great legs, due to pre-HRT (hormone replacement therapy) muscle development combined with post-HRT muscle shaping. The result stands out! So flaunt those legs girl! I never wear pants. And remember that high heels will further accentuate your legs! For tips and video on successfully living in heels see my post “the […]

weekly transwoman-friendly fashion roundup (#2 – body shape)

Welcome back ladies! Last week I introduced this series and proposed some garments that I believe address the specific needs of many transgender women’s bodies. But then I realized we need to step back to basics; that I need to educate readers a bit. So before we continue with fashion and style recommendations, I thought […]

artificial intelligence in fashion (part two: a first step)

In my recent post, “artificial intelligence in fashion (part one: brainstorming)“, I produced a list of big ideas on how machine learning and artificial intelligence may be applied to the fashion industry. I addressed sizing, marketing, and design activities when brainstorming this list. This post doesn’t specifically cover an artificial intelligence solution, but it lays […]

go to a damn tailor!

Let’s face it, transgender women often experience a difficult time finding clothes that fit perfectly. (But then, doesn’t every woman?!?). For example, my particular problems are: I usually need plus-sized blouses to enable fit around my chest and shoulders, but then the blouses generally appear unflatteringly wide around my waist. While I usually buy dresses […]

artificial intelligence in fashion (part one: brainstorming)

Brainstorming as usual: Fashion dictums involve many IF-THEN-ELSE rules. One can convert this into a decision engine (inference engine). User specifies their body shape, and a recommendation engine selects suitable clothing for them, taking into account the user’s tastes. Upload an image of a dress you want to buy, and specify the dress’s given size. […]