app.py

import streamlit as st
import cv2
import numpy as np
from ultralytics import YOLO


# Load the YOLO model
model = YOLO("best.pt")  # Ensure the path to your model is correct

webcamera = cv2.VideoCapture()
# # webcamera.set(cv2.CAP_PROP_FRAME_WIDTH, 1920)
# # webcamera.set(cv2.CAP_PROP_FRAME_HEIGHT, 1080)

# while True:
#     success, frame = webcamera.read()
    
#     results = model.track(frame, classes=0, conf=0.8, imgsz=480)
#     cv2.putText(frame, f"Total: {len(results[0].boxes)}", (50, 50), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 0, 255), 2, cv2.LINE_AA)
#     cv2.imshow("Live Camera", results[0].plot())

#     if cv2.waitKey(1) == ord('q'):
#         break

# webcamera.release()
# cv2.destroyAllWindows()