Merge c1a6dc693d into ec6d7d2995

docs: add cuDNN installation guidance for CUDA

README.md

@@ -188,7 +188,10 @@ pip install -r requirements.txt
 **CUDA Execution Provider (Nvidia)**
 
 1. Install [CUDA Toolkit 11.8.0](https://developer.nvidia.com/cuda-11-8-0-download-archive)
-2. Install dependencies:
+2. Install [cuDNN v8.9.7 for CUDA 11.x](https://developer.nvidia.com/rdp/cudnn-archive) (required for onnxruntime-gpu):
+   - Download cuDNN v8.9.7 for CUDA 11.x
+   - Make sure the cuDNN bin directory is in your system PATH
+3. Install dependencies:
 
 ```bash
 pip uninstall onnxruntime onnxruntime-gpu

modules/ui.py

@@ -799,73 +799,39 @@ def webcam_preview(root: ctk.CTk, camera_index: int):
 
 
 def get_available_cameras():
-    """Returns a list of available camera names and indices."""
+    """
+    Safe camera detection for macOS and Unix-like systems that avoids threading and AVX crashes.
+    Returns a tuple of (camera_indices, camera_names).
+    """
+    import cv2
+    import platform
+
     if platform.system() == "Windows":
         try:
+            from pygrabber.dshow_graph import FilterGraph
             graph = FilterGraph()
             devices = graph.get_input_devices()
-
-            # Create list of indices and names
             camera_indices = list(range(len(devices)))
             camera_names = devices
-
-            # If no cameras found through DirectShow, try OpenCV fallback
-            if not camera_names:
-                # Try to open camera with index -1 and 0
-                test_indices = [-1, 0]
-                working_cameras = []
-
-                for idx in test_indices:
-                    cap = cv2.VideoCapture(idx)
-                    if cap.isOpened():
-                        working_cameras.append(f"Camera {idx}")
-                        cap.release()
-
-                if working_cameras:
-                    return test_indices[: len(working_cameras)], working_cameras
-
-            # If still no cameras found, return empty lists
             if not camera_names:
                 return [], ["No cameras found"]
-
             return camera_indices, camera_names
-
         except Exception as e:
-            print(f"Error detecting cameras: {str(e)}")
-            return [], ["No cameras found"]
-    else:
-        # Unix-like systems (Linux/Mac) camera detection
-        camera_indices = []
-        camera_names = []
-
-        if platform.system() == "Darwin":  # macOS specific handling
-            # Try to open the default FaceTime camera first
-            cap = cv2.VideoCapture(0)
-            if cap.isOpened():
-                camera_indices.append(0)
-                camera_names.append("FaceTime Camera")
-                cap.release()
-
-            # On macOS, additional cameras typically use indices 1 and 2
-            for i in [1, 2]:
-                cap = cv2.VideoCapture(i)
-                if cap.isOpened():
-                    camera_indices.append(i)
-                    camera_names.append(f"Camera {i}")
-                    cap.release()
-        else:
-            # Linux camera detection - test first 10 indices
-            for i in range(10):
-                cap = cv2.VideoCapture(i)
-                if cap.isOpened():
-                    camera_indices.append(i)
-                    camera_names.append(f"Camera {i}")
-                    cap.release()
-
-        if not camera_names:
+            print(f"[Camera Detection Error - Windows]: {e}")
             return [], ["No cameras found"]
 
-        return camera_indices, camera_names
+    # macOS or Linux
+    try:
+        print("[Info] Safely checking for available cameras...")
+        cap = cv2.VideoCapture(0)
+        if cap is None or not cap.isOpened():
+            print("[Warning] Default camera (index 0) not available.")
+            return [], ["No cameras found"]
+        cap.release()
+        return [0], ["Default Camera (Index 0)"]
+    except Exception as e:
+        print(f"[Camera Detection Error - Unix]: {e}")
+        return [], ["No cameras found"]
 
 
 def create_webcam_preview(camera_index: int):