Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -24,11 +24,11 @@ NSFW_THRESHOLD = 0.5
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def generate_sketch(prompt, num_inference_steps, guidance_scale):
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# Classify the text for NSFW content
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text_classification = text_classifier(prompt)
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-
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# Check the classification results
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for result in text_classification:
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if result['label'] == 'nsfw' and result['score'] > NSFW_THRESHOLD:
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return "Inappropriate prompt detected. Please try another prompt."
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image = pipe("sketched style, " + prompt,
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num_inference_steps=num_inference_steps,
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@@ -44,12 +44,12 @@ def generate_sketch(prompt, num_inference_steps, guidance_scale):
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# Check the classification results
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for result in image_classification:
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if result['label'] == 'nsfw' and result['score'] > NSFW_THRESHOLD:
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-
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image_path = "generated_sketch.png"
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image.save(image_path)
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return image_path
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# Gradio interface with sliders for num_inference_steps and guidance_scale
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interface = gr.Interface(
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@@ -59,10 +59,10 @@ interface = gr.Interface(
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gr.Slider(5, 50, value=24, step=1, label="Number of Inference Steps"), # Slider for num_inference_steps
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gr.Slider(1.0, 10.0, value=3.5, step=0.1, label="Guidance Scale") # Slider for guidance_scale
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],
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outputs=
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title="Kids Sketch Generator",
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description="Enter a text prompt and generate a fun sketch for kids with customizable inference steps and guidance scale."
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)
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# Launch the app
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interface.launch()
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def generate_sketch(prompt, num_inference_steps, guidance_scale):
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# Classify the text for NSFW content
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text_classification = text_classifier(prompt)
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+
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# Check the classification results
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for result in text_classification:
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if result['label'] == 'nsfw' and result['score'] > NSFW_THRESHOLD:
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return gr.update(visible=False),gr.Text(value="Inappropriate prompt detected. Please try another prompt.")
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image = pipe("sketched style, " + prompt,
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num_inference_steps=num_inference_steps,
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# Check the classification results
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for result in image_classification:
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if result['label'] == 'nsfw' and result['score'] > NSFW_THRESHOLD:
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return gr.update(visible=False),gr.Text(value="Inappropriate content detected. Please try another prompt.")
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image_path = "generated_sketch.png"
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image.save(image_path)
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return gr.Image(value=image_path), gr.update(visible=False)
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# Gradio interface with sliders for num_inference_steps and guidance_scale
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interface = gr.Interface(
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gr.Slider(5, 50, value=24, step=1, label="Number of Inference Steps"), # Slider for num_inference_steps
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gr.Slider(1.0, 10.0, value=3.5, step=0.1, label="Guidance Scale") # Slider for guidance_scale
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],
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outputs=[gr.Image(), gr.Text()],
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title="Kids Sketch Generator",
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description="Enter a text prompt and generate a fun sketch for kids with customizable inference steps and guidance scale."
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)
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# Launch the app
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interface.launch()
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