Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from detect import detect_theft
|
| 3 |
+
from gps import generate_map
|
| 4 |
+
from gtts import gTTS
|
| 5 |
+
import base64
|
| 6 |
+
|
| 7 |
+
def run_system(image):
|
| 8 |
+
# Step 1: Run theft detection
|
| 9 |
+
detected_img, thief_img_path = detect_theft(image)
|
| 10 |
+
|
| 11 |
+
# Step 2: Generate map
|
| 12 |
+
map_file = generate_map()
|
| 13 |
+
|
| 14 |
+
# Step 3: Voice alert
|
| 15 |
+
message = "Alert! Thief detected near GPS location twenty-four point eight six zero seven, sixty-seven point zero zero one one."
|
| 16 |
+
tts = gTTS(message)
|
| 17 |
+
tts.save("alert.mp3")
|
| 18 |
+
audio_file = "alert.mp3"
|
| 19 |
+
|
| 20 |
+
# Step 4: Convert thief image to HTML
|
| 21 |
+
with open(thief_img_path, "rb") as f:
|
| 22 |
+
thief_image_bytes = f.read()
|
| 23 |
+
thief_image_base64 = base64.b64encode(thief_image_bytes).decode()
|
| 24 |
+
thief_image_html = f'<img src="data:image/jpeg;base64,{thief_image_base64}" width="400"/>'
|
| 25 |
+
|
| 26 |
+
# Step 5: Read map HTML
|
| 27 |
+
with open(map_file, "r", encoding="utf-8") as f:
|
| 28 |
+
map_html = f.read()
|
| 29 |
+
|
| 30 |
+
return detected_img, thief_image_html, map_html, audio_file
|
| 31 |
+
|
| 32 |
+
# Gradio UI
|
| 33 |
+
gr.Interface(
|
| 34 |
+
fn=run_system,
|
| 35 |
+
inputs=gr.Image(type="pil", label="Live CCTV Frame (Auto-detect mode)"),
|
| 36 |
+
outputs=[
|
| 37 |
+
gr.Image(type="pil", label="🔍 Detected Theft"),
|
| 38 |
+
gr.HTML(label="🕵️♂️ Thief's Photo"),
|
| 39 |
+
gr.HTML(label="📍 GPS Map"),
|
| 40 |
+
gr.Audio(label="🗣️ Voice Alert"),
|
| 41 |
+
],
|
| 42 |
+
title="🚨 Theft Detection & Live Location Surveillance AI",
|
| 43 |
+
description="AI-based surveillance system to detect theft, capture thief's photo, show location, and generate voice alert automatically."
|
| 44 |
+
).launch()
|