wut example

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jebba 2022-01-22 23:40:17 -07:00
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@ -46,6 +46,23 @@ Can use lots from `wut`.
* https://spacecruft.org/spacecruft/satnogs-wut/src/branch/master/wut-worker-mas.py#L67-L79
```
def uncompiled_model():
model = Sequential([
Conv2D(16, 3, padding='same', activation='relu', input_shape=(IMG_HEIGHT, IMG_WIDTH ,3)),
MaxPooling2D(),
Conv2D(32, 3, padding='same', activation='relu'),
MaxPooling2D(),
Conv2D(64, 3, padding='same', activation='relu'),
MaxPooling2D(),
Flatten(),
Dense(512, activation='relu'),
Dense(1, activation='sigmoid')
])
return model
```
Amazingly (to me), the paper
*Classification of radioxenon spectra with deep learning algorithm*
(2021) by Azimi, et al. uses nearly the identical CNN `Sequence()` as