def test_process_image(self, m):
m.return_value = None
event = {
'bucket': 'sample-bucket',
'name': 'sample-file'
}
context = {}
main.process_image(event, context)
def post(self):
"""The Post method for the web page actions responsible for images"""
data = request.files["image_file"]
if data.filename != '':
results = main.process_image(data)
headers = {'Content-Type': 'text/html', 'Cache-Control': 'no-store'}
return make_response(render_template('results.html', images = results),200,headers)
def manual_processing():
file_records = upload_collection.find()
file_urls = []
for record in file_records:
file_urls.append(record["url"])
if "formats" in record:
try:
for size in ["thumbnail", "small", "medium", "large"]:
file_urls.append(record["formats"][size]["url"])
except:
# For very small images (e.g. flags there is no large or even no medium version
# For these one there is a intentional key error
pass
for i in range(len(file_urls)):
url = file_urls[i][
len("https://storage.googleapis.com/i14-worlds-2021-upload/"):]
print(f"\n{i+1}/{len(file_urls)}: {url}")
main.process_image('i14-worlds-2021-upload', url)
import os
import torchvision.utils as vutils
from PIL import Image
import main
opt = main.get_app_arguments()
valid_ext = ['.jpg', '.png']
if not os.path.exists(opt.output_dir):
os.mkdir(opt.output_dir)
# load pretrained model
model = main.load_model()
for files in os.listdir(opt.input_dir):
ext = os.path.splitext(files)[1]
if ext not in valid_ext:
continue
# load image
input_image = Image.open(os.path.join(opt.input_dir, files)).convert("RGB")
output_image = main.process_image(input_image)
# save
vutils.save_image(
output_image,
os.path.join(opt.output_dir, files[:-4] + '_' + opt.style + '.jpg'))
print('Done!')
def test_process_image(self, m):
m.return_value = None
event = {'bucket': 'sample-bucket', 'name': 'sample-file'}
context = {}
main.process_image(event, context)
def test_process_image():
bucket_name = 'i14-worlds-2021-upload'
src_file_name = 'AC75AmericanMagic_d41dbb268a/Int-14-Day-7-5b.jpg'
main.process_image(bucket_name, src_file_name)
def call_code(image_url, image_name):
process_image(image_url, image_name, True, True, False, False)