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import gradio as gr | |
import requests | |
import json | |
import os | |
BASE_URL = "https://api.jigsawstack.com/v1" | |
headers = { | |
"x-api-key": os.getenv("JIGSAWSTACK_API_KEY") | |
} | |
def validate_nsfw(url): | |
if not url or not url.strip(): | |
return None, "Error: Image URL is required.", None, None | |
try: | |
response = requests.post( | |
f"{BASE_URL}/validate/nsfw", | |
headers=headers, | |
json={"url": url.strip()} | |
) | |
response.raise_for_status() | |
result = response.json() | |
if not result.get("success"): | |
error_msg = f"Error: API call failed - {result.get('message', 'Unknown error')}" | |
return url, error_msg, None, None | |
# Extract detailed information | |
nsfw = result.get("nsfw", False) | |
nudity = result.get("nudity", False) | |
gore = result.get("gore", False) | |
nsfw_score = result.get("nsfw_score", 0) | |
nudity_score = result.get("nudity_score", 0) | |
gore_score = result.get("gore_score", 0) | |
# Format the output | |
status_message = f"Overall NSFW: {'Yes' if nsfw else 'No'}" | |
nudity_details = f"Nudity: {'Detected' if nudity else 'Not Detected'} (Score: {nudity_score:.4f})" | |
gore_details = f"Gore: {'Detected' if gore else 'Not Detected'} (Score: {gore_score:.4f})" | |
return url, status_message, nudity_details, gore_details | |
except requests.exceptions.RequestException as e: | |
return url, f"Request failed: {str(e)}", None, None | |
except Exception as e: | |
return url, f"An unexpected error occurred: {str(e)}", None, None | |
with gr.Blocks() as demo: | |
gr.Markdown(""" | |
<div style='text-align: center; margin-bottom: 24px;'> | |
<h1 style='font-size:2.2em; margin-bottom: 0.2em;'>🧩 NSFW Detection</h1> | |
<p style='font-size:1.2em; margin-top: 0;'>Quickly detect nudity, violence, and other NSFW content in images.</p> | |
<p style='font-size:1em; margin-top: 0.5em;'>For more details and API usage, see the <a href='https://jigsawstack.com/docs/api-reference/validate/nsfw' target='_blank'>documentation</a>.</p> | |
</div> | |
""") | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("#### Image to Analyze") | |
nsfw_url = gr.Textbox( | |
label="Image URL", | |
placeholder="Enter the URL of the image you want to validate..." | |
) | |
nsfw_btn = gr.Button("Validate Image", variant="primary") | |
with gr.Column(): | |
gr.Markdown("#### Validation Result") | |
nsfw_image_display = gr.Image(label="Image Preview") | |
nsfw_status_message = gr.Textbox(label="Status", interactive=False) | |
nsfw_nudity_details = gr.Textbox(label="Nudity Details", interactive=False) | |
nsfw_gore_details = gr.Textbox(label="Gore Details", interactive=False) | |
nsfw_btn.click( | |
validate_nsfw, | |
inputs=[nsfw_url], | |
outputs=[ | |
nsfw_image_display, | |
nsfw_status_message, | |
nsfw_nudity_details, | |
nsfw_gore_details | |
] | |
) | |
demo.launch() | |