app.py

import gradio as gr
from ultralytics import YOLO
import os

# Download the model from Google Drive if it's not present
model_path = "best.pt"

# Load the YOLOv8 model
model = YOLO(model_path)

# Define the object detection function
def detect_objects(image):
    results = model(image)
    return results[0].plot()

# Create a Gradio interface
app = gr.Interface(fn=detect_objects, inputs="image", outputs="image")

# Launch Gradio app
app.launch()