TrafficPulse / streamlit_app.py
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Deploy TrafficPulse app with Dockerfile and start.sh
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import sys
import os
import importlib.util
# Ensure Python can find track.py in the same folder
sys.path.append(os.path.dirname(__file__))
import streamlit as st
# Try importing run_tracker from track.py in the same directory
try:
from track import run_tracker
except ModuleNotFoundError:
st.error("track.py not found in the current directory. Please ensure track.py exists.")
sys.exit(1)
st.set_page_config(page_title="πŸš— Real-Time Vehicle Counter", layout="wide")
st.title("πŸš— Real-Time Vehicle Counter")
st.markdown("""
This app uses YOLOv8 to detect and count vehicles in real-time from your webcam or a video file.
""")
# Sidebar for video input
video_source = st.sidebar.radio(
"Select Video Source:",
("Webcam", "Upload Video")
)
video_path = 0 # default to webcam
if video_source == "Upload Video":
uploaded_file = st.sidebar.file_uploader("Upload a video file", type=["mp4", "mov", "avi"])
if uploaded_file is not None:
# Save uploaded file to a temporary file
with open("temp_video.mp4", "wb") as f:
f.write(uploaded_file.read())
video_path = "temp_video.mp4"
# Start tracking
if st.button("Start Tracking"):
run_tracker(video_path)