Delete pages/5_Live_Webcam.py

pages/5_Live_Webcam.py

@@ -1,71 +0,0 @@
-import streamlit as st
-import cv2
-import time
-from ultralytics import YOLO
-
-st.title("Live Webcam Object Detection")
-
-# -----------------------------
-# Load YOLO Model
-# -----------------------------
-@st.cache_resource
-def load_model():
-    return YOLO("models/best.pt")
-
-model = load_model()
-
-# -----------------------------
-# Sidebar Settings
-# -----------------------------
-confidence = st.sidebar.slider("Confidence Threshold", 0.1, 1.0, 0.4)
-
-start = st.button("Start Webcam")
-stop = st.button("Stop Webcam")
-
-frame_placeholder = st.empty()
-fps_placeholder = st.empty()
-
-# -----------------------------
-# Webcam Logic
-# -----------------------------
-if start:
-
-    cap = cv2.VideoCapture(0)
-
-    if not cap.isOpened():
-        st.error("Webcam not detected.")
-    else:
-        st.success("Webcam started. Press Stop to end.")
-
-        prev_time = 0
-
-        while cap.isOpened():
-
-            ret, frame = cap.read()
-            if not ret:
-                st.warning("Failed to read frame.")
-                break
-
-            # YOLO Prediction
-            results = model.predict(frame, conf=confidence, verbose=False)
-            annotated_frame = results[0].plot()
-
-            # FPS Calculation
-            current_time = time.time()
-            fps = 1 / (current_time - prev_time) if prev_time != 0 else 0
-            prev_time = current_time
-
-            # Display Frame
-            frame_placeholder.image(
-                annotated_frame,
-                channels="BGR",
-                width="stretch"
-            )
-
-            fps_placeholder.write(f"FPS: {fps:.2f}")
-
-            if stop:
-                break
-
-        cap.release()
-        cv2.destroyAllWindows()