diff options
-rwxr-xr-x | interactive.py | 8 | ||||
-rwxr-xr-x | train.py | 2 |
2 files changed, 8 insertions, 2 deletions
diff --git a/interactive.py b/interactive.py index bb06fb7..9d29c86 100755 --- a/interactive.py +++ b/interactive.py @@ -13,4 +13,10 @@ with tf.keras.utils.CustomObjectScope({'text_standardizer': text_standardizer}): model.summary() while True: - print(model.predict([input('> ')])) + inp = [i.strip() for i in input('> ').split('.')] + while "" in inp: + inp.remove("") + output = model.predict(inp) + score = sum(output) / len(output) + print(["UwU" if i > 0.5 else "Normal" for i in output]) + print("Final judgement:", "UwU" if score > 0.5 else "Normal") @@ -101,7 +101,7 @@ model.compile(loss=losses.BinaryCrossentropy(from_logits=True), optimizer='adam', metrics=tf.metrics.BinaryAccuracy(threshold=0.0)) -epochs = 10 +epochs = 12 history = model.fit( train_ds, validation_data=val_ds, |