digital-thinking

class MappingLayer(tf.keras.layers.Layer):
    """
    Converts probability outputs to TopN predictions applying a label mapping from indices to ids
    """

    def __init__(self, mapping, topN):
        super(MappingLayer, self).__init__()
        initializer = tf.lookup.KeyValueTensorInitializer(
            keys=tf.range(len(mapping)),
            values=tf.constant(mapping, tf.int32),

digital-thinking

class Base64DecoderLayer(tf.keras.layers.Layer):
    """
    Convert a incoming base 64 string into an bitmap with rgb values between 0 and 1
    target_size e.g. [width,height]
    """

    def __init__(self, target_size):
        self.target_size = target_size
        super(Base64DecoderLayer, self).__init__()

digital-thinking

def _int64_feature(value):
    return tf.train.Feature(int64_list=tf.train.Int64List(value=[value]))


def _bytes_feature(value):
    return tf.train.Feature(bytes_list=tf.train.BytesList(value=[value]))
 
 for file in valid_files:
        file_name = os.path.split(file)[1]
        label = int(os.path.basename(os.path.split(file)[0]))

digital-thinking

# BEGIN WordPress
<IfModule mod_rewrite.c>
RewriteEngine On
RewriteBase /
RewriteRule ^index\.php$ - [L]
RewriteCond %{REQUEST_FILENAME} !-f
RewriteCond %{REQUEST_FILENAME} !-d
RewriteRule . /index.php [L]
</IfModule>