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Running
Running
comdoleger
commited on
Commit
•
c8789f0
1
Parent(s):
dc396dd
Update app.py
Browse files
app.py
CHANGED
@@ -13,7 +13,29 @@ from enum import Enum
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api_key = os.getenv("FAI_API_KEY")
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api = os.getenv("FAI_API")
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def image_to_base64(image):
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# Open the image file
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@@ -113,8 +135,17 @@ def resize_to_fit(max_size, original_size):
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return new_width, new_height
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def process_generate(fore, prompt, intensity, mode, refprompt,
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fore = create_square_image(fore)
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size = fore.size
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image_width = size[0]
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@@ -127,7 +158,8 @@ def process_generate(fore, prompt, intensity, mode, refprompt, bg):
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gr.Warning("ℹ️ The input image size is too big, I will lower it!")
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image_width, image_height = resize_to_fit((1500,1500), (image_width, image_height))
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forestr = image_to_base64(fore.convert("RGBA"))
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data = {
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@@ -156,6 +188,8 @@ def process_generate(fore, prompt, intensity, mode, refprompt, bg):
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return image
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def update_value(val):
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return val
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@@ -210,10 +244,7 @@ with block:
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value=Stage.FULL.value,
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label="Generation Mode", type='value')
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mode.change(fn=update_value, inputs=mode, outputs=mode)
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bg = gr.Checkbox(info="Remove Backgroung")
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bg.change(fn=update_value, inputs=bg, outputs=bg)
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with gr.Column():
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gr.HTML('''
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<div>
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@@ -226,12 +257,13 @@ with block:
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with gr.Row():
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intensity = gr.Slider(label="Refiner Strength", minimum=1.0, maximum=7.0, value=3.0, step=0.5)
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intensity.change(fn=update_value, inputs=intensity, outputs=intensity)
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generate_button = gr.Button(value="Generate")
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ips = [fore, prompt, intensity, mode, refprompt, bg]
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generate_button.click(fn=process_generate, inputs=ips, outputs=[result_gallery])
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api_key = os.getenv("FAI_API_KEY")
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api = os.getenv("FAI_API")
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rmbgkey = os.getenv("RMBGKEY")
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def rmbg(pil_image):
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# Convert PIL image to bytes
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image_bytes = BytesIO()
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pil_image.save(image_bytes, format='PNG')
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image_bytes.seek(0)
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# Send the image to the remove.bg API
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response = requests.post(
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'https://api.remove.bg/v1.0/removebg',
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files={'image_file': ('filename.png', image_bytes, 'image/png')},
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data={'size': 'auto'},
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headers={'X-Api-Key': rmbgkey}
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)
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if response.status_code == 200:
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# Convert the bytes response to a PIL image
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result_image = Image.open(BytesIO(response.content))
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return result_image
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else:
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return None
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def image_to_base64(image):
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# Open the image file
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return new_width, new_height
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def process_generate(fore, prompt, intensity, mode, refprompt, isrmbg):
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if isrmbg:
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try:
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rmbgfore = rmbg(fore)
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print(f"Background removed!")
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if rmbgfore:
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fore = rmbgfore
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except:
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pass
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fore = create_square_image(fore)
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size = fore.size
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image_width = size[0]
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gr.Warning("ℹ️ The input image size is too big, I will lower it!")
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image_width, image_height = resize_to_fit((1500,1500), (image_width, image_height))
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forestr = image_to_base64(fore.convert("RGBA"))
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data = {
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return image
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def update_value(val):
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return val
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value=Stage.FULL.value,
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label="Generation Mode", type='value')
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mode.change(fn=update_value, inputs=mode, outputs=mode)
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with gr.Column():
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gr.HTML('''
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<div>
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with gr.Row():
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intensity = gr.Slider(label="Refiner Strength", minimum=1.0, maximum=7.0, value=3.0, step=0.5)
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intensity.change(fn=update_value, inputs=intensity, outputs=intensity)
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isrmbg = gr.Checkbox(label="Remove Background")
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isrmbg.change(fn=update_value, inputs=isrmbg, outputs=isrmbg)
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generate_button = gr.Button(value="Generate")
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ips = [fore, prompt, intensity, mode, refprompt, isrmbg]
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generate_button.click(fn=process_generate, inputs=ips, outputs=[result_gallery])
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