This Delightful New Instagram Algorithm Will Tell You How to Dress Better
For *maximum* likes.
![mc-algorithm-index](https://cdn.mos.cms.futurecdn.net/miw7B2PERwARsxeQzGvRzg-415-80.jpg)
If you're anything like us, your Instagram feed is full of carefully framed selfies and snaps of your latest #ootd. (Because, what else?) The app was pretty much made for fashion. And while we're not style blogger status and getting paid thousands for a single post, we've all gone to embarrassing extremes to get a good photo, a.k.a. one that will get maximum likes. Now there's a new tool to improve your Instagram pictures, starting at the foundation of it all: your outfit.
Researchers at the University of Toronto have developed an algorithm that will analyze your photo and make suggestions to improve it. As explained in the report provided by the Computer Vision Foundation, "People want to look good; business or casual, elegant or sporty, sexy but not slutty, and of course trendy, particularly so when putting their picture online. Our goal is to learn and predict how fashionable a person looks on a photograph and suggest subtle improvements the user could make to improve her/his appeal." Um… yes, please!
The researchers mined data from chictopia.com, a social website where users share photos of their outfits. Using the site's 144,169 posts, the team was able to amass highly detailed statistics for each user, their photo and the fashion it features, along with the comments and response it received from the rest of the Chictopia community. This Fashion144k Dataset, as it's called, revealed certain correlations and patterns between aspects of a post and the interest it generated, which information the smart folks in Toronto then crunched and coded into their intricate (and seriously brilliant) fashionability-predicting algorithm.
Input a photo and the algorithm assesses "the type of outfit and garments, the type of user, the setting/scenery of the photograph, and fashionability of the user's photograph." Then, the code will churn out a rich set of feedback including outfit recommendations, suggested locations to show off your look, plus notes on how well it fits, the lighting and angle of the photo, and other similar elements that may affect the aesthetic quality.
Can you say GAME CHANGER?!
Stay In The Know
Marie Claire email subscribers get intel on fashion and beauty trends, hot-off-the-press celebrity news, and more. Sign up here.
I am an experienced editor, writer, and creative strategist, specializing in fashion, beauty, and lifestyle content for digital media outlets, as well as video and social platforms. While I currently operate as a freelance contributor/consultant, with such clients as The Zoe Report, my 10+-year background in the industry was cultivated at the dot-coms of elite publications, including Harper’s BAZAAR, ELLE, and Marie Claire.
-
Jennifer Lopez's Bike Ride Outfits Keep Rolling On
This time, she's in an off-the-shoulder set and fisherman sandals.
By Halie LeSavage Published
-
'Love Island USA' Stars Nicole Jacky and Kendall Washington Already Have Big Plans for Life Outside of the Villa
The season 6 finalists are looking past the finale and toward a future together.
By Quinci LeGardye Published
-
Jennifer Lopez Replaces Her Gym Birkin With a Gym Blanket
Technically, it's a sweater.
By Kelsey Stiegman Published
-
7 Make-My-Life-Easier Items I'm Buying From the Nordstrom Anniversary Sale
Grab these must-haves before it's too late.
By Nikki Ogunnaike Published
-
The Best Summer Work Shoes Don’t Have To Scream ‘Corporate'
Footwear that means business in the best way possible.
By Lauren Tappan Published
-
34 Chic Vacation Essentials Hiding in Nordstrom's Anniversary Sale
Don't board the plane without packing these items first.
By Lauren Tappan Last updated
-
The Boxer Shorts Trend Offers a Realistic Take on Lingerie Dressing
How the borrowed-from-the-boys bottom became a hero summer piece with endless style potential.
By Emma Childs Published
-
Fashion Girls Are Destined to Wear the J.Crew x Maryam Nassir Zadeh Collaboration on Vacation
Beloved indie designer Maryam Nassir Zadeh translated her essentials into the ultimate packing list.
By Halie LeSavage Published
-
I'm a Style Editor—50 Last-Minute Prime Day Fashion Deals to Grab Before Tomorrow
Grab these on-sale items before it’s too late.
By Lauren Tappan Last updated
-
Fashion Editors Share the Best Work Dresses From Their Summer Uniform
From classic wrap silhouettes to breezy linens, these are the expert-approved styles we're wearing on repeat.
By Lauren Tappan Published
-
15 Items Marie Claire Editors Actually Bought for July
We see it all—but these are the summer essentials our editors would spend their money on, from the best coconut perfume to the perfect white T-shirt.
By The Editors at Marie Claire Published