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open Graph Image
photo
open Graph Image
photo
name
kristian1108/yt8m
name
d3/d3
is In Organization
No
is In Organization
Yes
description
Drawing inspiration from recent advancements in video labeling and recommender systems, this project aims to develop a multi-staged approach to large-scale facial recognition in videos. In pursuit of this, models were developed and tested to understand context from videos, which in turn can be used to narrow down the likely set of faces appearing therein. In doing so, this model architecture could be useful in improving the effectiveness and efficiency of facial recognition software. The data used to develop these models came from the YouTube-8M and CelebA datasets. In order to support the ability to iterate and experiment quickly, a wrapper class for the YouTube-8M dataset was developed and shared publicly for others to use in their own research. The results of this project indicate promise for the concepts being tested, but further development is required to bring it to full fruition.
description
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
homepage
homepage
https://d3js.org
url
https://githubhelp/kristian1108/yt8m
url
https://githubhelp/d3/d3
disk Usage
89
dis kUsage
59234
stargazer Count
0
stargazer Count
108009
forkCount
0
forkCount
22895
watcher Count
2
watcher Count
108009
created At
2020-01-23
created At
2010-09-28
license Info
license Info
ISC License
issues
0
issues
50
languages
1
languages
2
repository Topics
0
repository Topics
6
owner
kristian1108
owner
d3
owner Avatar
photo
owner Avatar
photo
other
more
other
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