app.py

from PIL import Image,ImageDraw,ImageFont
import numpy as np
from ultralytics import YOLO
import streamlit as st

model = YOLO('VehicleDetection.pt')
img = st.file_uploader('Choose an Image')

if img is not None:
    img = Image.open(img).resize((640,640)).convert('RGB')
    results = model(img)
    for result in results:
        for i in range(len(result.boxes.cls)):
          boxes = result.boxes.xyxy[i]
          draw = ImageDraw.Draw(img)
          draw.rectangle([boxes[0], boxes[1], boxes[2], boxes[3]], outline="black", width=5)

    st.image(img,'Detected')