Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Teaching DNNs to design fast fashion   $ $"Fast Fashion" spearheads the biggest disruption in fashion that enabled
to engineer resilient supply chains to quickly respond to changing fashion
trends. The conventional design process in commercial manufacturing is often
fed through "trends" or prevailing modes of dressing around the world that
indicate sudden interest in a new form of expression, cyclic patterns, and
popular modes of expression for a given time frame. In this work, we propose a
fully automated system to explore, detect, and finally synthesize trends in
fashion into design elements by designing representative prototypes of apparel
given time series signals generated from social media feeds. Our system is
envisioned to be the first step in design of Fast Fashion where the production
cycle for clothes from design inception to manufacturing is meant to be rapid
and responsive to current "trends". It also works to reduce wastage in fashion
production by taking in customer feedback on sellability at the time of design
generation. We also provide an interface wherein the designers can play with
multiple trending styles in fashion and visualize designs as interpolations of
elements of these styles. We aim to aid the creative process through generating
interesting and inspiring combinations for a designer to mull by running them
through her key customers.

5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
36
The categories of this paper are: cmp-lg
11
The categories of this paper are: hep-lat
16
The categories of this paper are: stat
20
The categories of this paper are: acc-phys
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
6
The categories of this paper are: astro-ph
14
The categories of this paper are: math-ph
12
The categories of this paper are: nucl-th
29
The categories of this paper are: funct-an
32
The categories of this paper are: atom-ph
26
The categories of this paper are: bayes-an
17
The categories of this paper are: q-fin
25
The categories of this paper are: patt-sol