trying threading

app.py

@@ -1,6 +1,8 @@
 import cv2
 import mediapipe as mp
 import numpy as np
+import threading
+
 mp_drawing = mp.solutions.drawing_utils
 mp_pose = mp.solutions.pose
 import gradio as gr
@@ -35,13 +37,37 @@ def detect_pose(im):
         
     return image
 
+pose_results = None
+
+def update_pose_results(im):
+    global pose_results
+    pose_results = detect_pose(im)
+
+
 with gr.Blocks() as app:
     gr.Markdown("# Webcam Testing")
     with gr.Row():
-        inp =  gr.Image(source="webcam", streaming=True)
+        inp = gr.Image(source="webcam", streaming=True)
         out = gr.Image()
-    
-    inp.stream(detect_pose, inputs=inp, outputs=inp, show_progress = "hidden")
-    out.change(show_progress = "hidden")
+
+    # Start a separate thread for pose detection
+    def pose_detection_thread():
+        while True:
+            update_pose_results(inp.value)
+
+    pose_thread = threading.Thread(target=pose_detection_thread)
+    pose_thread.daemon = True  # Allow the thread to exit when the main program exits
+    pose_thread.start()
+
+    # Continuously update the output with pose results
+    def update_output():
+        global pose_results
+        while True:
+            if pose_results is not None:
+                out.value = pose_results
+
+    output_thread = threading.Thread(target=update_output)
+    output_thread.daemon = True
+    output_thread.start()
 
 app.launch(debug=True)