Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Implementing AI-powered semantic character recognition in motor racing
  sports   Oftentimes TV producers of motor-racing programs overlay visual and textual
media to provide on-screen context about drivers, such as a driver's name,
position or photo. Typically this is accomplished by a human producer who
visually identifies the drivers on screen, manually toggling the contextual
media associated to each one and coordinating with cameramen and other TV
producers to keep the racer in the shot while the contextual media is on
screen. This labor-intensive and highly dedicated process is mostly suited to
static overlays and makes it difficult to overlay contextual information about
many drivers at the same time in short shots. This paper presents a system that
largely automates these tasks and enables dynamic overlays using deep learning
to track the drivers as they move on screen, without human intervention. This
system is not merely theoretical, but an implementation has already been
deployed during live races by a TV production company at Formula E races. We
present the challenges faced during the implementation and discuss the
implications. Additionally, we cover future applications and roadmap of this
new technological development.

19
The categories of this paper are: eess
25
The categories of this paper are: patt-sol
27
The categories of this paper are: comp-gas
32
The categories of this paper are: atom-ph
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
23
The categories of this paper are: solv-int
33
The categories of this paper are: plasm-ph
8
The categories of this paper are: hep-ex
34
The categories of this paper are: chem-ph
0
The categories of this paper are: hep-ph
21
The categories of this paper are: adap-org
11
The categories of this paper are: hep-lat
4
The categories of this paper are: cond-mat
31
The categories of this paper are: ao-sci
5
The categories of this paper are: gr-qc