hwaxxer

Package                  Version             
------------------------ --------------------
argcomplete              2.0.0               
arrow                    1.2.2               
attrs                    19.3.0              
Automat                  0.8.0               
binaryornot              0.4.4               
blinker                  1.4                 
certifi                  2019.11.28          
chardet                  3.0.4               

hwaxxer

def wb_mask(img, y_pred, y_true):
    labels = {
        0: 'normal',
        1: 'anomaly'
    }
    return wandb.Image(img, masks={
        'prediction' : {'mask_data' : y_pred, 'class_labels' : labels},
        'ground truth' : {'mask_data' : y_true, 'class_labels' : labels}})

hwaxxer

def extract_patches(x,):
    ksizes = [1, PATCH_WIDTH, PATCH_HEIGHT, 1]
    strides = [1, 16, 16, 1]
    rates = [1, 1, 1, 1]
    padding = 'SAME'
    return tf.image.extract_patches(x, ksizes, strides, rates, padding)

def extract_patches_inverse(x, y, tape):
    _x = tf.zeros_like(x)
    _y = extract_patches(_x)

hwaxxer

extension NSString {
  func stringByConvertingHexToUnicode() -> NSString {
    var replaced = ""
    var scanned: NSString?

    let scanner = NSScanner(string: self as String)
    while !scanner.atEnd {
      if scanner.scanUpToString("0x", intoString: &scanned), let s = scanned {
        replaced.appendContentsOf(s as String)
      }