MakipZOZOSUIT by ZOZOTOWN 3DLOOK
Only two of these images
were taken by a camera.
"Amazon patents a mirror that dresses you in
virtual clothes" – The Verge
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, Gradient-based learning applied to document recognition,
Proceedings of the IEEE 86(11): 2278–2324, 1998.
Many slide credits: Rob Fergus (NYU)
Fashion trend: Runway to realway
Fashion show Street
~35k images in 9k
fashion shows over 15
years, from 2000 to 2014
What does it mean by similar?
The real challenge is the definition of similarity.
The query image is given in the left column, while five candidate
images are shown in the right columns.
1. Select an image with the most similar outfit to the query.
2. If there is NO similar image, please select NONE.
Collecting human judgments to learn
Select an image with the most similar outfit to the query image
• Web から学習済みニューラルネットを
Pre-trained deep CNN
beautiful soft blush handmade leather ballet
***please, note, our new blush ballet flats are
without the beige trim line (around the edges),
still just as beautiful and perhaps even more***
✍ how to take measurements ✍
there are a number of ways to measure your
feet, however we find the quickest and most
reliable practice is by tracing your feet. Here is
how to do it: stand on a piece of paper that's
bigger than your feet, circle your feet around
with a straight standing pencil (without pressing
the pencil too hard to the edges of your feet).
Once you have the tracing, measure distance
between longest and widest points. Compare
the measurements to the list below.
Feel So Good ... Purple Halter
Maxi Cotton dress 2 Sizes
used, american casual, summer,
shorts, t-shirt, surfer, printed,
Etsy dataset: e-commerce Wear dataset: fashion-blog
pink not pink