Merge c1a6dc693d into f0fae811d8

should improve the performance by 30%

README.md

@@ -98,7 +98,7 @@ Users are expected to use this software responsibly and legally. If using a real
 
 ## Installation (Manual)
 
-**Please be aware that the installation requires technical skills and is not for beginners. Consider downloading the prebuilt version.**
+**Please be aware that the installation requires technical skills and is not for beginners. Consider downloading the quickstart version.**
 
 <details>
 <summary>Click to see the process</summary>
@@ -109,7 +109,7 @@ This is more likely to work on your computer but will be slower as it utilizes t
 
 **1. Set up Your Platform**
 
--   Python (3.10 recommended)
+-   Python (3.11 recommended)
 -   pip
 -   git
 -   [ffmpeg](https://www.youtube.com/watch?v=OlNWCpFdVMA) - ```iex (irm ffmpeg.tc.ht)```
@@ -153,14 +153,14 @@ pip install -r requirements.txt
 Apple Silicon (M1/M2/M3) requires specific setup:
 
 ```bash
-# Install Python 3.10 (specific version is important)
-brew install python@3.10
+# Install Python 3.11 (specific version is important)
+brew install python@3.11
 
 # Install tkinter package (required for the GUI)
 brew install python-tk@3.10
 
-# Create and activate virtual environment with Python 3.10
-python3.10 -m venv venv
+# Create and activate virtual environment with Python 3.11
+python3.11 -m venv venv
 source venv/bin/activate
 
 # Install dependencies
@@ -236,7 +236,7 @@ python3.10 run.py --execution-provider coreml
   # Uninstall conflicting versions if needed
   brew uninstall --ignore-dependencies python@3.11 python@3.13
   
-  # Keep only Python 3.10
+  # Keep only Python 3.11
   brew cleanup
   ```
 
@@ -246,7 +246,7 @@ python3.10 run.py --execution-provider coreml
 
 ```bash
 pip uninstall onnxruntime onnxruntime-coreml
-pip install onnxruntime-coreml==1.13.1
+pip install onnxruntime-coreml==1.21.0
 ```
 
 2. Usage:
@@ -261,7 +261,7 @@ python run.py --execution-provider coreml
 
 ```bash
 pip uninstall onnxruntime onnxruntime-directml
-pip install onnxruntime-directml==1.15.1
+pip install onnxruntime-directml==1.21.0
 ```
 
 2. Usage:
@@ -276,7 +276,7 @@ python run.py --execution-provider directml
 
 ```bash
 pip uninstall onnxruntime onnxruntime-openvino
-pip install onnxruntime-openvino==1.15.0
+pip install onnxruntime-openvino==1.21.0
 ```
 
 2. Usage:

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):

requirements.txt

@@ -1,4 +1,4 @@
---extra-index-url https://download.pytorch.org/whl/cu118
+--extra-index-url https://download.pytorch.org/whl/cu128
 
 numpy>=1.23.5,<2
 typing-extensions>=4.8.0
@@ -10,12 +10,12 @@ psutil==5.9.8
 tk==0.1.0
 customtkinter==5.2.2
 pillow==11.1.0
-torch==2.5.1+cu118; sys_platform != 'darwin'
+torch; sys_platform != 'darwin'
 torch==2.5.1; sys_platform == 'darwin'
-torchvision==0.20.1; sys_platform != 'darwin'
+torchvision; sys_platform != 'darwin'
 torchvision==0.20.1; sys_platform == 'darwin'
-onnxruntime-silicon==1.16.3; sys_platform == 'darwin' and platform_machine == 'arm64'
-onnxruntime-gpu==1.17; sys_platform != 'darwin'
+onnxruntime-silicon==1.21.0; sys_platform == 'darwin' and platform_machine == 'arm64'
+onnxruntime-gpu==1.21.0; sys_platform != 'darwin'
 tensorflow; sys_platform != 'darwin'
 opennsfw2==0.10.2
 protobuf==4.23.2