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@ -81,7 +81,9 @@ def parse_item(metadata, water_threshold=0.1, water_bins=2, heightmap=None, rain
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water = tf.cast(tf.math.greater_equal(water, water_threshold), dtype=tf.int32)
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print("DEBUG:dataset AFTER_BINARISE water", water.shape)
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rainfall = tf.image.extract_patches(tf.expand_dims(rainfall, axis=0),
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rainfall = tf.expand_dims(rainfall, axis=0)
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print("DEBUG:dataset BEFORE_PATCHES rainfall", rainfall.shape)
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rainfall = tf.image.extract_patches(rainfall,
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sizes=[1,windowsize,windowsize,1],
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strides=[1,1,1,1],
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rates=[1,1,1,1],
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