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import requests; from requests.exceptions import Timeout
from io import BytesIO; from PIL import Image, ImageEnhance; import concurrent.futures, time
from modules.service_endpoints import *
from modules.input_configs import *
from modules.models_remix import *
from modules.styles_v1 import *
from modules.service_configs import *
from modules.engine_upscale_alt import *
from modules.engine_describe import *
def sketch(input_sketch, prompt, model, style, type, quality):
image_bytes = BytesIO()
input_sketch.save(image_bytes, format='png')
prompt = stella_v1[style].format(prompt=prompt)
print(f"{receive()} -> {prompt}")
payload = {
'model_version': (None, '1'),
'prompt': (None, prompt),
'style_id': (None, ckpt_remix[str(model)]),
'control': (None, mode_remix[str(type)]),
'negative_prompt': (None, 'hands, face, eyes, legs'),
'strength': '40',
'cfg': (None, '9.5'),
'priority': (None, '1'),
}
data = {'image': ('input_sketch.png', image_bytes.getvalue(), 'image/png')}
try:
response = requests.post(mode['remix'], headers=head, data=payload, files=data, timeout=(60, 60))
print(done())
if quality == 'Enhanced':
print("better1 -> better output")
better1 = ImageEnhance.Contrast(
ImageEnhance.Color(
ImageEnhance.Brightness(
ImageEnhance.Sharpness(
Image.open(BytesIO(response.content))
).enhance(2.00)
).enhance(1.05)
).enhance(1.05)
).enhance(1.05)
return better1
if quality == 'Enhanced and Upscaled':
print("better2 -> better upscaled output")
better2 = ImageEnhance.Contrast(
ImageEnhance.Color(
ImageEnhance.Brightness(
ImageEnhance.Sharpness(
Image.open(BytesIO(response.content))
).enhance(2.00)
).enhance(1.05)
).enhance(1.05)
).enhance(1.05)
return upscale(better2)
else:
print("original -> raw output")
original = Image.open(BytesIO(response.content))
return original
except Timeout:
print(timeout())
return None
except Exception as e:
print(f"An error occurred: {e}")
ui.Warning(message=single_error)
return None
def queue_sketch(a, b, c, d, e, f, g, progress=ui.Progress()):
quantities = 2
result_list = [None] * quantities
percent = 0
if g == 'Fusion': b = translate(b)
with concurrent.futures.ThreadPoolExecutor() as executor:
futures = []
for i in range(quantities):
future = executor.submit(lambda x: sketch(a['composite'], b, c, d, e, f), i)
futures.append(future)
multiplier = 0.95 / quantities
percent += multiplier
progress(percent, desc=f"Generating results")
time.sleep(0.25)
for i, future in enumerate(futures):
result = future.result()
result_list[i] = result
successful_results = [result for result in result_list if result is not None]
return successful_results
def submit(a, b, c, d, e, f, g):
# input, output, submit, try again, sketch
return ui.ImageEditor(visible=False), ui.Gallery(visible=True), ui.Button(visible=False), ui.Button(visible=True), queue_sketch(a, b, c, d, e, f, g), ui.Button(visible=False)
def reset():
# input, output, submit, try again
return ui.ImageEditor(visible=True), ui.Gallery(visible=False), ui.Button(visible=True), ui.Button(visible=False), ui.Button(visible=True)
def update(a):
return describe_png(a['composite']) |