Update app.py
Browse files
app.py
CHANGED
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@@ -1,9 +1,10 @@
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import gradio as gr
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import cv2
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import numpy as np
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from groq import Groq
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import time
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from PIL import Image
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import io
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import os
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@@ -38,7 +39,7 @@ def create_monitor_interface():
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if frame is None:
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return "No frame received"
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frame_pil =
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img_byte_arr = io.BytesIO()
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frame_pil.save(img_byte_arr, format='JPEG')
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img_byte_arr = img_byte_arr.getvalue()
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@@ -96,22 +97,29 @@ def create_monitor_interface():
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gr.Markdown("# Real-time Safety Monitoring System")
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with gr.Row():
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output_image =
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analysis_text =
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def
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if image is None:
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return None, "
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processed_frame, analysis = monitor.process_frame(image)
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return processed_frame, analysis
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fn=
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inputs=[
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outputs=[output_image, analysis_text],
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)
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return demo
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import gradio as gr
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from gradio.components import Image, Textbox, Markdown
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import cv2
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import numpy as np
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from groq import Groq
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import time
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from PIL import Image as PILImage
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import io
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import os
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if frame is None:
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return "No frame received"
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frame_pil = PILImage.fromarray(frame)
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img_byte_arr = io.BytesIO()
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frame_pil.save(img_byte_arr, format='JPEG')
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img_byte_arr = img_byte_arr.getvalue()
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gr.Markdown("# Real-time Safety Monitoring System")
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with gr.Row():
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input_image = Image(label="Input Image", type="numpy", tool="upload")
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output_image = Image(label="Analysis Feed", type="numpy")
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analysis_text = Textbox(label="Safety Analysis", lines=5)
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def analyze_image(image):
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if image is None:
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return None, "No image provided"
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processed_frame, analysis = monitor.process_frame(image)
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return processed_frame, analysis
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input_image.change(
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fn=analyze_image,
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inputs=[input_image],
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outputs=[output_image, analysis_text],
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)
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gr.Markdown("""
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## Instructions:
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1. Upload an image using the input panel
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2. The system will automatically analyze the image for safety concerns
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3. Results will be shown in the analysis feed and text box
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""")
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return demo
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