mirror of
https://github.com/sbrl/research-rainfallradar
synced 2024-11-23 01:33:01 +00:00
mono: fix dataset preprocessing
rogue dimension
This commit is contained in:
parent
9035450213
commit
481eeb3759
1 changed files with 2 additions and 2 deletions
|
@ -34,10 +34,10 @@ def parse_item(metadata, shape_water_desired=[100,100], water_threshold=0.1, wat
|
||||||
rainfall = tf.transpose(rainfall, [1, 2, 0]) # channels_first → channels_last
|
rainfall = tf.transpose(rainfall, [1, 2, 0]) # channels_first → channels_last
|
||||||
# rainfall = tf.image.resize(rainfall, tf.cast(tf.constant(metadata["rainfallradar"]) / 2, dtype=tf.int32))
|
# rainfall = tf.image.resize(rainfall, tf.cast(tf.constant(metadata["rainfallradar"]) / 2, dtype=tf.int32))
|
||||||
|
|
||||||
water = tf.expand_dims(water, axis=-1) # [width, height] → [width, height, channels]
|
water = tf.expand_dims(water, axis=-1) # [width, height] → [width, height, channels=1]
|
||||||
water = tf.image.crop_to_bounding_box(water, water_offset_x, water_offset_y, water_width_target, water_height_target)
|
water = tf.image.crop_to_bounding_box(water, water_offset_x, water_offset_y, water_width_target, water_height_target)
|
||||||
|
|
||||||
|
water = tf.squeeze(water)
|
||||||
water = tf.cast(tf.math.greater_equal(water, water_threshold), dtype=tf.int32)
|
water = tf.cast(tf.math.greater_equal(water, water_threshold), dtype=tf.int32)
|
||||||
water = tf.one_hot(water, water_bins, axis=-1, dtype=tf.int32)
|
water = tf.one_hot(water, water_bins, axis=-1, dtype=tf.int32)
|
||||||
|
|
||||||
|
|
Loading…
Reference in a new issue