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import gradio as gr | |
import os | |
import tempfile | |
from Fight_detec_func import fight_detec | |
from objec_detect_yolo import detection | |
def analyze_video(video_path): | |
temp_dir = "/tmp" | |
output_path = os.path.join(temp_dir, "output.mp4") | |
# Call your fight and object detection functions | |
fight_result = fight_detec(video_path) | |
crime_result, annotated_video_path = Crime(video_path) | |
return { | |
"Fight": fight_result, | |
"Crime": crime_result, | |
"Output Video": annotated_video_path | |
} | |
# Clean up | |
os.remove(video_path) | |
os.rmdir(temp_dir) | |
return { | |
"Fight Detection": fight_result[0], | |
"YOLO Object Detection": yolo_result | |
} | |
iface = gr.Interface( | |
fn=analyze_video, | |
inputs=gr.Video(label="Upload Video"), | |
outputs=gr.JSON(label="Detection Results"), | |
title="Fight and Object Detection System", | |
description="Upload a video to detect fights and objects using our AI models" | |
) | |
iface.launch() | |