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ModelZoo
ResNet50_tensorflow
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bd855ed1
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bd855ed1
authored
Mar 09, 2018
by
Chris Shallue
Committed by
Christopher Shallue
Mar 09, 2018
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Clarify that follow-up analysis is needed in the README.
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research/astronet/README.md
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@@ -402,10 +402,16 @@ The output should look like this:
```
Prediction: 0.9480018```
This means that the model is about 95% confident that the input TCE is a planet.
Indeed, this TCE is
This means the model is about 95% confident that the input TCE is a planet.
Of course, this is only a small step in the overall process of discovering and
validating an exoplanet: the model’s prediction is not proof one way or the
other. The process of validating this signal as a real exoplanet requires
significant follow-up work by an expert astronomer --- see Sections 6.3 and 6.4
of [our paper](http://iopscience.iop.org/article/10.3847/1538-3881/aa9e09/meta)
for the full details. In this particular case, our follow-up analysis validated
this signal as a bona fide exoplanet: it’s now called
[Kepler-90 i](https://www.nasa.gov/press-release/artificial-intelligence-nasa-data-used-to-discover-eighth-planet-circling-distant-star),
which
is the eighth planet discovered around the Kepler-90 star!
and
is the
record-breaking
eighth planet discovered around the Kepler-90 star!
In addition to the output prediction, the script will also produce a plot of the
input representations. For Kepler-90 i, the plot should look something like
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