def preprocess_neg_canny(_image_files):
processed_images = []
for image_file in _image_files:
img = imread(image_file)
img = preprocess.autocrop(img)
img = preprocess.scale_max(img)
img = preprocess.make_square(img)
img = preprocess.grey(img)
img = preprocess.bitwise(img)
img = preprocess.canny(img)
processed_images.append(img)
mosaic_images = mosaic((len(processed_images)), processed_images)
return mosaic_images
def preprocess_neg_canny(_image_files):
processed_images = []
for image_file in _image_files:
img = imread(image_file)
img = preprocess.autocrop(img)
img = preprocess.scale_max(img)
img = preprocess.make_square(img)
img = preprocess.grey(img)
img = preprocess.bitwise(img)
img = preprocess.canny(img)
processed_images.append(img)
mosaic_images = mosaic((len(processed_images)), processed_images)
return mosaic_images
def preprocess_super_simple(_image_files):
processed_images = []
for image_file in _image_files:
img = imread(image_file)
img = preprocess.autocrop(img)
img = preprocess.scale_max(img)
img = preprocess.make_square(img)
img = preprocess.blur(
img, gaussian_blur={"enabled": True, "ksize_width": 5, "ksize_height": 5,
"sigmaX": 0}
)
img = preprocess.grey(img)
img = preprocess.bitwise(img)
processed_images.append(img)
mosaic_image = mosaic(len(processed_images), processed_images)
return mosaic_image
def preprocess_super_simple(_image_files):
processed_images = []
for image_file in _image_files:
img = imread(image_file)
img = preprocess.autocrop(img)
img = preprocess.scale_max(img)
img = preprocess.make_square(img)
img = preprocess.blur(img,
gaussian_blur={
"enabled": True,
"ksize_width": 5,
"ksize_height": 5,
"sigmaX": 0
})
img = preprocess.grey(img)
img = preprocess.bitwise(img)
processed_images.append(img)
mosaic_image = mosaic(len(processed_images), processed_images)
return mosaic_image
