Veda_Sahaja
commited on
Commit
·
f11f48a
1
Parent(s):
e21e1ed
Update space
Browse files
app.py
CHANGED
@@ -28,31 +28,16 @@ style_list = [
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"prompt": "anime artwork {prompt} . anime style, key visual, vibrant, studio anime, highly detailed",
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"negative_prompt": "photo, deformed, black and white, realism, disfigured, low contrast",
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},
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{
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"name": "Manga",
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"prompt": "manga style {prompt} . vibrant, high-energy, detailed, iconic, Japanese comic style",
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"negative_prompt": "ugly, deformed, noisy, blurry, low contrast, realism, photorealistic, Western comic style",
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},
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{
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"name": "Digital Art",
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"prompt": "concept art {prompt} . digital artwork, illustrative, painterly, matte painting, highly detailed",
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"negative_prompt": "photo, photorealistic, realism, ugly",
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},
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{
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"name": "Pixel art",
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"prompt": "pixel-art {prompt} . low-res, blocky, pixel art style, 8-bit graphics",
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"negative_prompt": "sloppy, messy, blurry, noisy, highly detailed, ultra textured, photo, realistic",
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},
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{
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"name": "Fantasy art",
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"prompt": "ethereal fantasy concept art of {prompt} . magnificent, celestial, ethereal, painterly, epic, majestic, magical, fantasy art, cover art, dreamy",
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"negative_prompt": "photographic, realistic, realism, 35mm film, dslr, cropped, frame, text, deformed, glitch, noise, noisy, off-center, deformed, cross-eyed, closed eyes, bad anatomy, ugly, disfigured, sloppy, duplicate, mutated, black and white",
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},
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{
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"name": "Neonpunk",
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"prompt": "neonpunk style {prompt} . cyberpunk, vaporwave, neon, vibes, vibrant, stunningly beautiful, crisp, detailed, sleek, ultramodern, magenta highlights, dark purple shadows, high contrast, cinematic, ultra detailed, intricate, professional",
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"negative_prompt": "painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured",
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},
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{
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"name": "3D Model",
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"prompt": "professional 3d model {prompt} . octane render, highly detailed, volumetric, dramatic lighting",
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@@ -84,14 +69,15 @@ pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config, times
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 1024
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def infer(prompt, negative_prompt, width, height,
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seed = random.randint(0,4294967295)
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generator = torch.Generator().manual_seed(seed)
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prompt, negative_prompt = apply_style(style_name, prompt, negative_prompt)
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image = pipe(
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prompt = prompt,
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negative_prompt = negative_prompt,
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guidance_scale = guidance_scale,
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@@ -99,7 +85,7 @@ def infer(prompt, negative_prompt, width, height, guidance_scale, style_name=Non
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width = width,
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height = height,
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generator = generator
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).images[0]
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return image
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@@ -113,7 +99,19 @@ css="""
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#col-container {
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margin: 0 auto;
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max-width: 520px;
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}
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"""
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if torch.cuda.is_available():
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@@ -125,8 +123,9 @@ with gr.Blocks(css=css) as demo:
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with gr.Column(elem_id="col-container"):
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gr.Markdown(f"""
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#
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""")
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with gr.Row():
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@@ -139,14 +138,15 @@ with gr.Blocks(css=css) as demo:
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container=False,
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)
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run_button = gr.Button("
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result = gr.
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with gr.Accordion("Advanced Settings", open=False):
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negative_prompt = gr.Textbox(
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label="Negative prompt",
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max_lines=1,
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placeholder="Enter a negative prompt",
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elem_id="negative-prompt-text-input"
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@@ -177,24 +177,24 @@ with gr.Blocks(css=css) as demo:
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value=1024,
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)
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with gr.Row():
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guidance_scale = gr.Slider(
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label="Guidance scale",
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minimum=0.0,
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maximum=50.0,
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step=0.1,
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value=5,
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)
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gr.Examples(
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examples = examples,
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inputs = [prompt]
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)
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run_button.click(
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fn = infer,
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inputs = [prompt, negative_prompt, width, height,
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outputs = [result]
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)
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"prompt": "anime artwork {prompt} . anime style, key visual, vibrant, studio anime, highly detailed",
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"negative_prompt": "photo, deformed, black and white, realism, disfigured, low contrast",
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},
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{
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"name": "Digital Art",
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"prompt": "concept art {prompt} . digital artwork, illustrative, painterly, matte painting, highly detailed",
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"negative_prompt": "photo, photorealistic, realism, ugly",
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},
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{
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"name": "Fantasy art",
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"prompt": "ethereal fantasy concept art of {prompt} . magnificent, celestial, ethereal, painterly, epic, majestic, magical, fantasy art, cover art, dreamy",
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"negative_prompt": "photographic, realistic, realism, 35mm film, dslr, cropped, frame, text, deformed, glitch, noise, noisy, off-center, deformed, cross-eyed, closed eyes, bad anatomy, ugly, disfigured, sloppy, duplicate, mutated, black and white",
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},
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{
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"name": "3D Model",
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"prompt": "professional 3d model {prompt} . octane render, highly detailed, volumetric, dramatic lighting",
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 1024
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def infer(prompt, negative_prompt, width, height, style_name=None):
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seed = random.randint(0,4294967295)
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guidance_scale = 0
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generator = torch.Generator().manual_seed(seed)
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prompt, negative_prompt = apply_style(style_name, prompt, negative_prompt)
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image = [pipe(
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prompt = prompt,
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negative_prompt = negative_prompt,
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guidance_scale = guidance_scale,
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width = width,
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height = height,
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generator = generator
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).images[0] for _ in range(4)]
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return image
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#col-container {
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margin: 0 auto;
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max-width: 520px;
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padding-top: 20px;
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}
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.footer {
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margin-bottom: 45px;
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margin-top: 25px;
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text-align: center;
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}
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.footer>p {
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font-size: .8rem;
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display: inline-block;
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padding: 0 10px;
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transform: translateY(10px);
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}
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"""
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if torch.cuda.is_available():
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with gr.Column(elem_id="col-container"):
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gr.Markdown(f"""
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# Welcome to Metamorph: Your Creative Gateway
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#### Transform your words into stunning visuals with our advanced AI-powered Text-to-Image generator
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Currently running on {power_device}
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""")
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with gr.Row():
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container=False,
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)
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run_button = gr.Button("Generate", scale=0)
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result = gr.Gallery(label="Results", show_label=False, format="png", show_share_button=False)
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with gr.Accordion("Advanced Settings", open=False):
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negative_prompt = gr.Textbox(
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label="Negative prompt",
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show_label=False,
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max_lines=1,
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placeholder="Enter a negative prompt",
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elem_id="negative-prompt-text-input"
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value=1024,
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)
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gr.Examples(
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examples = examples,
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inputs = [prompt]
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)
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gr.HTML(
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"""
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<div class="footer">
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<p>
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Used Stable Diffusion XL (SDXL) Model by <a href="https://huggingface.co/stabilityai" style="text-decoration: underline;" target="_blank">StabilityAI</a>, a cutting-edge text-to-image model, complemented by the lightning-fast SDXL-Lightning model by <a href="https://huggingface.co/ByteDance" style="text-decoration: underline;" target="_blank">ByteDance</a>, ensuring high-quality images with reduced computational steps.</p>
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</p>
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</div>
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"""
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)
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run_button.click(
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fn = infer,
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inputs = [prompt, negative_prompt, width, height, style_selection],
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outputs = [result]
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)
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