initial

mucapy/main.py

@@ -0,0 +1,498 @@
+import os
+import sys
+import cv2
+import numpy as np
+from PyQt5.QtWidgets import (QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, 
+                            QWidget, QLabel, QPushButton, QComboBox, QSpinBox,
+                            QFileDialog, QMessageBox, QMenu, QAction, QMenuBar,
+                            QActionGroup, QSizePolicy, QGridLayout, QGroupBox)
+from PyQt5.QtCore import Qt, QTimer, QDir
+from PyQt5.QtGui import QImage, QPixmap
+
+class MultiCamYOLODetector:
+    def __init__(self):
+        self.cameras = []
+        self.net = None
+        self.classes = []
+        self.colors = []
+        self.target_fps = 10
+        self.last_frame_time = 0
+        self.frame_interval = 1.0 / self.target_fps
+        self.available_cameras = []
+        self.model_dir = ""
+        self.cuda_available = self.check_cuda()
+        
+    def check_cuda(self):
+        """Check if CUDA is available"""
+        try:
+            count = cv2.cuda.getCudaEnabledDeviceCount()
+            return count > 0
+        except:
+            return False
+    
+    def scan_for_cameras(self, max_to_check=10):
+        """Check for available cameras on Linux with better error handling"""
+        self.available_cameras = []
+        
+        # Check standard video devices
+        for i in range(max_to_check):
+            try:
+                cap = cv2.VideoCapture(i, cv2.CAP_V4L2)
+                if cap.isOpened():
+                    self.available_cameras.append(str(i))
+                    cap.release()
+            except:
+                continue
+        
+        # Also check direct device paths
+        v4l_paths = [f"/dev/video{i}" for i in range(max_to_check)]
+        v4l_paths += [f"/dev/v4l/video{i}" for i in range(max_to_check)]
+        
+        for path in v4l_paths:
+            if os.path.exists(path):
+                try:
+                    cap = cv2.VideoCapture(path, cv2.CAP_V4L2)
+                    if cap.isOpened():
+                        if path not in self.available_cameras:
+                            self.available_cameras.append(path)
+                        cap.release()
+                except:
+                    continue
+        
+        return self.available_cameras
+    
+    def load_yolo_model(self, model_dir):
+        """Load YOLO model from selected directory with better error handling"""
+        self.model_dir = model_dir
+        try:
+            # Find model files in the directory
+            weights = [f for f in os.listdir(model_dir) if f.endswith(('.weights', '.onnx'))]
+            configs = [f for f in os.listdir(model_dir) if f.endswith('.cfg')]
+            classes = [f for f in os.listdir(model_dir) if f.endswith('.names')]
+            
+            if not weights or not configs or not classes:
+                return False
+            
+            # Use the first found files
+            weights_path = os.path.join(model_dir, weights[0])
+            config_path = os.path.join(model_dir, configs[0])
+            classes_path = os.path.join(model_dir, classes[0])
+            
+            self.net = cv2.dnn.readNet(weights_path, config_path)
+            
+            # Set backend based on availability
+            if self.cuda_available:
+                try:
+                    self.net.setPreferableBackend(cv2.dnn.DNN_BACKEND_CUDA)
+                    self.net.setPreferableTarget(cv2.dnn.DNN_TARGET_CUDA)
+                except:
+                    # Fall back to CPU if CUDA fails
+                    self.net.setPreferableBackend(cv2.dnn.DNN_BACKEND_OPENCV)
+                    self.net.setPreferableTarget(cv2.dnn.DNN_TARGET_CPU)
+            else:
+                self.net.setPreferableBackend(cv2.dnn.DNN_BACKEND_OPENCV)
+                self.net.setPreferableTarget(cv2.dnn.DNN_TARGET_CPU)
+            
+            with open(classes_path, 'r') as f:
+                self.classes = f.read().strip().split('\n')
+            
+            np.random.seed(42)
+            self.colors = np.random.randint(0, 255, size=(len(self.classes), 3), dtype='uint8')
+            return True
+        except Exception as e:
+            print(f"Error loading YOLO model: {e}")
+            return False
+    
+    def connect_cameras(self, camera_paths):
+        """Connect to multiple cameras with better error handling"""
+        self.disconnect_cameras()
+        
+        for cam_path in camera_paths:
+            try:
+                if isinstance(cam_path, str) and cam_path.startswith('/dev/'):
+                    cap = cv2.VideoCapture(cam_path, cv2.CAP_V4L2)
+                else:
+                    cap = cv2.VideoCapture(int(cam_path), cv2.CAP_V4L2)
+                
+                if not cap.isOpened():
+                    print(f"Warning: Could not open camera {cam_path}")
+                    continue
+                
+                # Try to set properties but continue if they fail
+                try:
+                    cap.set(cv2.CAP_PROP_FRAME_WIDTH, 1280)
+                    cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 720)
+                    cap.set(cv2.CAP_PROP_FPS, self.target_fps)
+                    cap.set(cv2.CAP_PROP_AUTOFOCUS, 0)
+                    cap.set(cv2.CAP_PROP_BUFFERSIZE, 2)
+                except:
+                    pass
+                
+                self.cameras.append((cam_path, cap))
+            except Exception as e:
+                print(f"Error opening camera {cam_path}: {e}")
+        
+        return len(self.cameras) > 0
+    
+    def disconnect_cameras(self):
+        """Disconnect all cameras"""
+        for _, cam in self.cameras:
+            try:
+                cam.release()
+            except:
+                pass
+        self.cameras = []
+    
+    def get_detections(self, frame):
+        """Perform YOLO object detection on a frame with error handling"""
+        if self.net is None:
+            return frame
+        
+        try:
+            blob = cv2.dnn.blobFromImage(frame, 1/255.0, (416, 416), swapRB=True, crop=False)
+            self.net.setInput(blob)
+            
+            # Get output layer names compatible with different OpenCV versions
+            try:
+                layer_names = self.net.getLayerNames()
+                output_layers = [layer_names[i - 1] for i in self.net.getUnconnectedOutLayers()]
+            except:
+                output_layers = self.net.getUnconnectedOutLayersNames()
+            
+            outputs = self.net.forward(output_layers)
+            
+            boxes = []
+            confidences = []
+            class_ids = []
+            
+            for output in outputs:
+                for detection in output:
+                    scores = detection[5:]
+                    class_id = np.argmax(scores)
+                    confidence = scores[class_id]
+                    
+                    if confidence > 0.5:
+                        box = detection[0:4] * np.array([frame.shape[1], frame.shape[0], 
+                                                        frame.shape[1], frame.shape[0]])
+                        (centerX, centerY, width, height) = box.astype('int')
+                        x = int(centerX - (width / 2))
+                        y = int(centerY - (height / 2))
+                        
+                        boxes.append([x, y, int(width), int(height)])
+                        confidences.append(float(confidence))
+                        class_ids.append(class_id)
+            
+            indices = cv2.dnn.NMSBoxes(boxes, confidences, 0.5, 0.4)
+            
+            if len(indices) > 0:
+                for i in indices.flatten():
+                    (x, y, w, h) = boxes[i]
+                    color = [int(c) for c in self.colors[class_ids[i]]]
+                    cv2.rectangle(frame, (x, y), (x + w, y + h), color, 2)
+                    text = f"{self.classes[class_ids[i]]}: {confidences[i]:.2f}"
+                    cv2.putText(frame, text, (x, y - 5), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
+        except Exception as e:
+            print(f"Detection error: {e}")
+        
+        return frame
+    
+    def get_frames(self):
+        """Get frames from all cameras with error handling"""
+        frames = []
+        for i, (cam_path, cam) in enumerate(self.cameras):
+            try:
+                ret, frame = cam.read()
+                if not ret:
+                    print(f"Warning: Could not read frame from camera {cam_path}")
+                    frame = np.zeros((720, 1280, 3), dtype=np.uint8)
+                else:
+                    frame = self.get_detections(frame)
+                frames.append(frame)
+            except:
+                frame = np.zeros((720, 1280, 3), dtype=np.uint8)
+                frames.append(frame)
+        
+        return frames
+
+    def get_frames(self):
+        """Get frames from all cameras with detections"""
+        frames = []
+        for i, (cam_path, cam) in enumerate(self.cameras):
+            ret, frame = cam.read()
+            if not ret:
+                print(f"Warning: Could not read frame from camera {cam_path}")
+                frame = np.zeros((720, 1280, 3), dtype=np.uint8)
+            else:
+                frame = self.get_detections(frame)
+            frames.append(frame)
+        return frames
+
+class CameraDisplay(QLabel):
+    """Custom QLabel for displaying camera feed"""
+    def __init__(self, parent=None):
+        super().__init__(parent)
+        self.setAlignment(Qt.AlignCenter)
+        self.setText("No camera feed")
+        self.setStyleSheet("background-color: black; color: white;")
+        self.setMinimumSize(320, 240)
+
+class MainWindow(QMainWindow):
+    def __init__(self):
+        super().__init__()
+        self.setWindowTitle("Multi-Camera YOLO Detection")
+        self.setGeometry(100, 100, 1200, 800)
+        
+        self.detector = MultiCamYOLODetector()
+        self.camera_settings = {}  # Store camera-specific settings
+        self.create_menus()
+        
+        self.init_ui()
+        self.init_timer()
+        
+    def create_menus(self):
+        """Create the menu bar with model and camera menus"""
+        menubar = self.menuBar()
+        
+        # Model menu
+        model_menu = menubar.addMenu('Model')
+        
+        load_model_action = QAction('Load Model Directory...', self)
+        load_model_action.triggered.connect(self.load_model_directory)
+        model_menu.addAction(load_model_action)
+        
+        # Camera menu
+        self.camera_menu = menubar.addMenu('Cameras')
+        self.refresh_cameras_action = QAction('Refresh Camera List', self)
+        self.refresh_cameras_action.triggered.connect(self.populate_camera_menu)
+        self.camera_menu.addAction(self.refresh_cameras_action)
+        self.camera_menu.addSeparator()
+        
+        self.camera_action_group = QActionGroup(self)
+        self.camera_action_group.setExclusive(False)
+        self.populate_camera_menu()
+        
+    def populate_camera_menu(self):
+        """Populate the camera menu with available cameras"""
+        # Clear existing camera actions (except refresh)
+        for action in self.camera_menu.actions()[2:]:
+            self.camera_menu.removeAction(action)
+        
+        available_cams = self.detector.scan_for_cameras()
+        for cam_path in available_cams:
+            # Display friendly name
+            if cam_path.startswith('/dev/'):
+                cam_name = os.path.basename(cam_path)
+            else:
+                cam_name = f"Camera {cam_path}"
+            
+            action = QAction(cam_name, self, checkable=True)
+            action.setData(cam_path)
+            self.camera_action_group.addAction(action)
+            self.camera_menu.addAction(action)
+        
+        if not available_cams:
+            no_cam_action = QAction('No cameras found', self)
+            no_cam_action.setEnabled(False)
+            self.camera_menu.addAction(no_cam_action)
+        
+    def load_model_directory(self):
+        """Open file dialog to select model directory"""
+        model_dir = QFileDialog.getExistingDirectory(
+            self, 
+            "Select Model Directory", 
+            QDir.homePath(),
+            QFileDialog.ShowDirsOnly | QFileDialog.DontResolveSymlinks
+        )
+        
+        if model_dir:
+            if self.detector.load_yolo_model(model_dir):
+                self.model_label.setText(f"Model: {os.path.basename(model_dir)}")
+                QMessageBox.information(self, "Success", "Model loaded successfully!")
+            else:
+                QMessageBox.critical(self, "Error", "Failed to load model from selected directory")
+        
+    def init_ui(self):
+        """Initialize the user interface"""
+        main_widget = QWidget()
+        main_layout = QVBoxLayout()
+        
+        # Control panel
+        control_panel = QGroupBox("Controls")
+        control_layout = QHBoxLayout()
+        
+        # Model info
+        self.model_label = QLabel("Model: Not loaded")
+        control_layout.addWidget(self.model_label)
+        
+        # Selected cameras label
+        self.cameras_label = QLabel("Selected Cameras: None")
+        control_layout.addWidget(self.cameras_label)
+        
+        # FPS control
+        self.fps_spin = QSpinBox()
+        self.fps_spin.setRange(1, 60)
+        self.fps_spin.setValue(10)
+        control_layout.addWidget(QLabel("FPS:"))
+        control_layout.addWidget(self.fps_spin)
+        
+        # Camera layout selection
+        self.layout_combo = QComboBox()
+        self.layout_combo.addItems(["1 Camera", "2 Cameras", "3 Cameras", "4 Cameras", "Grid Layout"])
+        self.layout_combo.currentIndexChanged.connect(self.change_camera_layout)
+        control_layout.addWidget(QLabel("Layout:"))
+        control_layout.addWidget(self.layout_combo)
+        
+        # Buttons
+        self.start_btn = QPushButton("Start Detection")
+        self.start_btn.clicked.connect(self.start_detection)
+        control_layout.addWidget(self.start_btn)
+        
+        self.stop_btn = QPushButton("Stop Detection")
+        self.stop_btn.clicked.connect(self.stop_detection)
+        self.stop_btn.setEnabled(False)
+        control_layout.addWidget(self.stop_btn)
+        
+        control_panel.setLayout(control_layout)
+        main_layout.addWidget(control_panel)
+        
+        # Camera display area
+        self.display_area = QWidget()
+        self.display_layout = QGridLayout()
+        self.camera_displays = []
+        
+        # Initially create 4 camera displays
+        for i in range(4):
+            display = CameraDisplay()
+            self.camera_displays.append(display)
+            self.display_layout.addWidget(display, i//2, i%2)
+        
+        self.display_area.setLayout(self.display_layout)
+        main_layout.addWidget(self.display_area)
+        
+        main_widget.setLayout(main_layout)
+        self.setCentralWidget(main_widget)
+        
+    def change_camera_layout(self, index):
+        """Change the camera display layout"""
+        # Clear the layout
+        for i in reversed(range(self.display_layout.count())):
+            self.display_layout.itemAt(i).widget().setParent(None)
+        
+        num_cameras = index + 1 if index < 4 else 4
+        
+        if index == 4:  # Grid layout
+            rows = 2
+            cols = 2
+            for i in range(4):
+                self.display_layout.addWidget(self.camera_displays[i], i//cols, i%cols)
+        else:
+            if num_cameras == 1:
+                self.display_layout.addWidget(self.camera_displays[0], 0, 0, 1, 2)
+            elif num_cameras == 2:
+                self.display_layout.addWidget(self.camera_displays[0], 0, 0)
+                self.display_layout.addWidget(self.camera_displays[1], 0, 1)
+            elif num_cameras == 3:
+                self.display_layout.addWidget(self.camera_displays[0], 0, 0)
+                self.display_layout.addWidget(self.camera_displays[1], 0, 1)
+                self.display_layout.addWidget(self.camera_displays[2], 1, 0, 1, 2)
+            elif num_cameras == 4:
+                for i in range(4):
+                    self.display_layout.addWidget(self.camera_displays[i], i//2, i%2)
+        
+        # Hide unused displays
+        for i, display in enumerate(self.camera_displays):
+            display.setVisible(i < num_cameras)
+        
+    def init_timer(self):
+        """Initialize the timer for updating camera feeds"""
+        self.timer = QTimer()
+        self.timer.timeout.connect(self.update_feeds)
+        
+    def start_detection(self):
+        """Start the detection process"""
+        if not self.detector.model_dir:
+            QMessageBox.critical(self, "Error", "No model directory selected!")
+            return
+        
+        # Get selected cameras
+        selected_cameras = []
+        for action in self.camera_action_group.actions():
+            if action.isChecked():
+                selected_cameras.append(action.data())
+        
+        if not selected_cameras:
+            QMessageBox.critical(self, "Error", "No cameras selected!")
+            return
+        
+        # Set FPS
+        self.detector.target_fps = self.fps_spin.value()
+        self.detector.frame_interval = 1.0 / self.detector.target_fps
+        
+        # Connect to cameras
+        if not self.detector.connect_cameras(selected_cameras):
+            QMessageBox.critical(self, "Error", "Failed to connect to cameras!")
+            return
+        
+        # Update UI
+        self.update_selection_labels()
+        self.start_btn.setEnabled(False)
+        self.stop_btn.setEnabled(True)
+        self.fps_spin.setEnabled(False)
+        
+        # Start timer
+        self.timer.start(int(1000 / self.detector.target_fps))
+        
+    def stop_detection(self):
+        """Stop the detection process"""
+        self.timer.stop()
+        self.detector.disconnect_cameras()
+        
+        # Update UI
+        self.start_btn.setEnabled(True)
+        self.stop_btn.setEnabled(False)
+        self.fps_spin.setEnabled(True)
+        
+        # Clear displays
+        for display in self.camera_displays:
+            display.setText("No camera feed")
+            display.setStyleSheet("background-color: black; color: white;")
+        
+    def update_selection_labels(self):
+        """Update the model and camera selection labels"""
+        # Update cameras label
+        selected_cams = []
+        for action in self.camera_action_group.actions():
+            if action.isChecked():
+                selected_cams.append(action.text())
+        self.cameras_label.setText(f"Selected Cameras: {', '.join(selected_cams) or 'None'}")
+        
+    def update_feeds(self):
+        """Update the camera feeds in the display"""
+        frames = self.detector.get_frames()
+        
+        for i, frame in enumerate(frames):
+            if i >= len(self.camera_displays):
+                break
+            
+            # Convert frame to QImage
+            rgb_image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
+            h, w, ch = rgb_image.shape
+            bytes_per_line = ch * w
+            qt_image = QImage(rgb_image.data, w, h, bytes_per_line, QImage.Format_RGB888)
+            
+            # Scale while maintaining aspect ratio
+            pixmap = QPixmap.fromImage(qt_image)
+            display = self.camera_displays[i]
+            display.setPixmap(pixmap.scaled(display.width(), display.height(), 
+                                    Qt.KeepAspectRatio, Qt.SmoothTransformation))
+    
+    def closeEvent(self, event):
+        """Handle window close event"""
+        self.stop_detection()
+        super().closeEvent(event)
+
+if __name__ == "__main__":
+    app = QApplication(sys.argv)
+    window = MainWindow()
+    window.show()
+    sys.exit(app.exec_())

mucapy/models/coco.names

@@ -0,0 +1,80 @@
+person
+bicycle
+car
+motorbike
+aeroplane
+bus
+train
+truck
+boat
+traffic light
+fire hydrant
+stop sign
+parking meter
+bench
+bird
+cat
+dog
+horse
+sheep
+cow
+elephant
+bear
+zebra
+giraffe
+backpack
+umbrella
+handbag
+tie
+suitcase
+frisbee
+skis
+snowboard
+sports ball
+kite
+baseball bat
+baseball glove
+skateboard
+surfboard
+tennis racket
+bottle
+wine glass
+cup
+fork
+knife
+spoon
+bowl
+banana
+apple
+sandwich
+orange
+broccoli
+carrot
+hot dog
+pizza
+donut
+cake
+chair
+sofa
+pottedplant
+bed
+diningtable
+toilet
+tvmonitor
+laptop
+mouse
+remote
+keyboard
+cell phone
+microwave
+oven
+toaster
+sink
+refrigerator
+book
+clock
+vase
+scissors
+teddy bear
+hair drier
+toothbrush

mucapy/models/yolov4-tiny.cfg

@@ -0,0 +1,294 @@
+[net]
+# Testing
+#batch=1
+#subdivisions=1
+# Training
+batch=64
+subdivisions=1
+width=416
+height=416
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.00261
+burn_in=1000
+
+max_batches = 2000200
+policy=steps
+steps=1600000,1800000
+scales=.1,.1
+
+
+#weights_reject_freq=1001
+#ema_alpha=0.9998
+#equidistant_point=1000
+#num_sigmas_reject_badlabels=3
+#badlabels_rejection_percentage=0.2
+
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers=-1
+groups=2
+group_id=1
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -1,-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[route]
+layers = -6,-1
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+##################################
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=255
+activation=linear
+
+
+
+[yolo]
+mask = 3,4,5
+anchors = 10,14,  23,27,  37,58,  81,82,  135,169,  344,319
+classes=80
+num=6
+jitter=.3
+scale_x_y = 1.05
+cls_normalizer=1.0
+iou_normalizer=0.07
+iou_loss=ciou
+ignore_thresh = .7
+truth_thresh = 1
+random=0
+resize=1.5
+nms_kind=greedynms
+beta_nms=0.6
+#new_coords=1
+#scale_x_y = 2.0
+
+[route]
+layers = -4
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[upsample]
+stride=2
+
+[route]
+layers = -1, 23
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=255
+activation=linear
+
+[yolo]
+mask = 1,2,3
+anchors = 10,14,  23,27,  37,58,  81,82,  135,169,  344,319
+classes=80
+num=6
+jitter=.3
+scale_x_y = 1.05
+cls_normalizer=1.0
+iou_normalizer=0.07
+iou_loss=ciou
+ignore_thresh = .7
+truth_thresh = 1
+random=0
+resize=1.5
+nms_kind=greedynms
+beta_nms=0.6
+#new_coords=1
+#scale_x_y = 2.0

requirements.txt

@@ -0,0 +1,4 @@
+opencv-python>=4.5.0
+opencv-contrib-python>=4.5.0
+numpy>=1.19.0
+PyQt5>=5.15.0

venv/bin/Activate.ps1

@@ -0,0 +1,247 @@
+<#
+.Synopsis
+Activate a Python virtual environment for the current PowerShell session.
+
+.Description
+Pushes the python executable for a virtual environment to the front of the
+$Env:PATH environment variable and sets the prompt to signify that you are
+in a Python virtual environment. Makes use of the command line switches as
+well as the `pyvenv.cfg` file values present in the virtual environment.
+
+.Parameter VenvDir
+Path to the directory that contains the virtual environment to activate. The
+default value for this is the parent of the directory that the Activate.ps1
+script is located within.
+
+.Parameter Prompt
+The prompt prefix to display when this virtual environment is activated. By
+default, this prompt is the name of the virtual environment folder (VenvDir)
+surrounded by parentheses and followed by a single space (ie. '(.venv) ').
+
+.Example
+Activate.ps1
+Activates the Python virtual environment that contains the Activate.ps1 script.
+
+.Example
+Activate.ps1 -Verbose
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and shows extra information about the activation as it executes.
+
+.Example
+Activate.ps1 -VenvDir C:\Users\MyUser\Common\.venv
+Activates the Python virtual environment located in the specified location.
+
+.Example
+Activate.ps1 -Prompt "MyPython"
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and prefixes the current prompt with the specified string (surrounded in
+parentheses) while the virtual environment is active.
+
+.Notes
+On Windows, it may be required to enable this Activate.ps1 script by setting the
+execution policy for the user. You can do this by issuing the following PowerShell
+command:
+
+PS C:\> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
+
+For more information on Execution Policies: 
+https://go.microsoft.com/fwlink/?LinkID=135170
+
+#>
+Param(
+    [Parameter(Mandatory = $false)]
+    [String]
+    $VenvDir,
+    [Parameter(Mandatory = $false)]
+    [String]
+    $Prompt
+)
+
+<# Function declarations --------------------------------------------------- #>
+
+<#
+.Synopsis
+Remove all shell session elements added by the Activate script, including the
+addition of the virtual environment's Python executable from the beginning of
+the PATH variable.
+
+.Parameter NonDestructive
+If present, do not remove this function from the global namespace for the
+session.
+
+#>
+function global:deactivate ([switch]$NonDestructive) {
+    # Revert to original values
+
+    # The prior prompt:
+    if (Test-Path -Path Function:_OLD_VIRTUAL_PROMPT) {
+        Copy-Item -Path Function:_OLD_VIRTUAL_PROMPT -Destination Function:prompt
+        Remove-Item -Path Function:_OLD_VIRTUAL_PROMPT
+    }
+
+    # The prior PYTHONHOME:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PYTHONHOME) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME -Destination Env:PYTHONHOME
+        Remove-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME
+    }
+
+    # The prior PATH:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PATH) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PATH -Destination Env:PATH
+        Remove-Item -Path Env:_OLD_VIRTUAL_PATH
+    }
+
+    # Just remove the VIRTUAL_ENV altogether:
+    if (Test-Path -Path Env:VIRTUAL_ENV) {
+        Remove-Item -Path env:VIRTUAL_ENV
+    }
+
+    # Just remove VIRTUAL_ENV_PROMPT altogether.
+    if (Test-Path -Path Env:VIRTUAL_ENV_PROMPT) {
+        Remove-Item -Path env:VIRTUAL_ENV_PROMPT
+    }
+
+    # Just remove the _PYTHON_VENV_PROMPT_PREFIX altogether:
+    if (Get-Variable -Name "_PYTHON_VENV_PROMPT_PREFIX" -ErrorAction SilentlyContinue) {
+        Remove-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Scope Global -Force
+    }
+
+    # Leave deactivate function in the global namespace if requested:
+    if (-not $NonDestructive) {
+        Remove-Item -Path function:deactivate
+    }
+}
+
+<#
+.Description
+Get-PyVenvConfig parses the values from the pyvenv.cfg file located in the
+given folder, and returns them in a map.
+
+For each line in the pyvenv.cfg file, if that line can be parsed into exactly
+two strings separated by `=` (with any amount of whitespace surrounding the =)
+then it is considered a `key = value` line. The left hand string is the key,
+the right hand is the value.
+
+If the value starts with a `'` or a `"` then the first and last character is
+stripped from the value before being captured.
+
+.Parameter ConfigDir
+Path to the directory that contains the `pyvenv.cfg` file.
+#>
+function Get-PyVenvConfig(
+    [String]
+    $ConfigDir
+) {
+    Write-Verbose "Given ConfigDir=$ConfigDir, obtain values in pyvenv.cfg"
+
+    # Ensure the file exists, and issue a warning if it doesn't (but still allow the function to continue).
+    $pyvenvConfigPath = Join-Path -Resolve -Path $ConfigDir -ChildPath 'pyvenv.cfg' -ErrorAction Continue
+
+    # An empty map will be returned if no config file is found.
+    $pyvenvConfig = @{ }
+
+    if ($pyvenvConfigPath) {
+
+        Write-Verbose "File exists, parse `key = value` lines"
+        $pyvenvConfigContent = Get-Content -Path $pyvenvConfigPath
+
+        $pyvenvConfigContent | ForEach-Object {
+            $keyval = $PSItem -split "\s*=\s*", 2
+            if ($keyval[0] -and $keyval[1]) {
+                $val = $keyval[1]
+
+                # Remove extraneous quotations around a string value.
+                if ("'""".Contains($val.Substring(0, 1))) {
+                    $val = $val.Substring(1, $val.Length - 2)
+                }
+
+                $pyvenvConfig[$keyval[0]] = $val
+                Write-Verbose "Adding Key: '$($keyval[0])'='$val'"
+            }
+        }
+    }
+    return $pyvenvConfig
+}
+
+
+<# Begin Activate script --------------------------------------------------- #>
+
+# Determine the containing directory of this script
+$VenvExecPath = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$VenvExecDir = Get-Item -Path $VenvExecPath
+
+Write-Verbose "Activation script is located in path: '$VenvExecPath'"
+Write-Verbose "VenvExecDir Fullname: '$($VenvExecDir.FullName)"
+Write-Verbose "VenvExecDir Name: '$($VenvExecDir.Name)"
+
+# Set values required in priority: CmdLine, ConfigFile, Default
+# First, get the location of the virtual environment, it might not be
+# VenvExecDir if specified on the command line.
+if ($VenvDir) {
+    Write-Verbose "VenvDir given as parameter, using '$VenvDir' to determine values"
+}
+else {
+    Write-Verbose "VenvDir not given as a parameter, using parent directory name as VenvDir."
+    $VenvDir = $VenvExecDir.Parent.FullName.TrimEnd("\\/")
+    Write-Verbose "VenvDir=$VenvDir"
+}
+
+# Next, read the `pyvenv.cfg` file to determine any required value such
+# as `prompt`.
+$pyvenvCfg = Get-PyVenvConfig -ConfigDir $VenvDir
+
+# Next, set the prompt from the command line, or the config file, or
+# just use the name of the virtual environment folder.
+if ($Prompt) {
+    Write-Verbose "Prompt specified as argument, using '$Prompt'"
+}
+else {
+    Write-Verbose "Prompt not specified as argument to script, checking pyvenv.cfg value"
+    if ($pyvenvCfg -and $pyvenvCfg['prompt']) {
+        Write-Verbose "  Setting based on value in pyvenv.cfg='$($pyvenvCfg['prompt'])'"
+        $Prompt = $pyvenvCfg['prompt'];
+    }
+    else {
+        Write-Verbose "  Setting prompt based on parent's directory's name. (Is the directory name passed to venv module when creating the virtual environment)"
+        Write-Verbose "  Got leaf-name of $VenvDir='$(Split-Path -Path $venvDir -Leaf)'"
+        $Prompt = Split-Path -Path $venvDir -Leaf
+    }
+}
+
+Write-Verbose "Prompt = '$Prompt'"
+Write-Verbose "VenvDir='$VenvDir'"
+
+# Deactivate any currently active virtual environment, but leave the
+# deactivate function in place.
+deactivate -nondestructive
+
+# Now set the environment variable VIRTUAL_ENV, used by many tools to determine
+# that there is an activated venv.
+$env:VIRTUAL_ENV = $VenvDir
+
+if (-not $Env:VIRTUAL_ENV_DISABLE_PROMPT) {
+
+    Write-Verbose "Setting prompt to '$Prompt'"
+
+    # Set the prompt to include the env name
+    # Make sure _OLD_VIRTUAL_PROMPT is global
+    function global:_OLD_VIRTUAL_PROMPT { "" }
+    Copy-Item -Path function:prompt -Destination function:_OLD_VIRTUAL_PROMPT
+    New-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Description "Python virtual environment prompt prefix" -Scope Global -Option ReadOnly -Visibility Public -Value $Prompt
+
+    function global:prompt {
+        Write-Host -NoNewline -ForegroundColor Green "($_PYTHON_VENV_PROMPT_PREFIX) "
+        _OLD_VIRTUAL_PROMPT
+    }
+    $env:VIRTUAL_ENV_PROMPT = $Prompt
+}
+
+# Clear PYTHONHOME
+if (Test-Path -Path Env:PYTHONHOME) {
+    Copy-Item -Path Env:PYTHONHOME -Destination Env:_OLD_VIRTUAL_PYTHONHOME
+    Remove-Item -Path Env:PYTHONHOME
+}
+
+# Add the venv to the PATH
+Copy-Item -Path Env:PATH -Destination Env:_OLD_VIRTUAL_PATH
+$Env:PATH = "$VenvExecDir$([System.IO.Path]::PathSeparator)$Env:PATH"

venv/bin/activate

@@ -0,0 +1,76 @@
+# This file must be used with "source bin/activate" *from bash*
+# You cannot run it directly
+
+deactivate () {
+    # reset old environment variables
+    if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
+        PATH="${_OLD_VIRTUAL_PATH:-}"
+        export PATH
+        unset _OLD_VIRTUAL_PATH
+    fi
+    if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
+        PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+        export PYTHONHOME
+        unset _OLD_VIRTUAL_PYTHONHOME
+    fi
+
+    # Call hash to forget past locations. Without forgetting
+    # past locations the $PATH changes we made may not be respected.
+    # See "man bash" for more details. hash is usually a builtin of your shell
+    hash -r 2> /dev/null
+
+    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+        PS1="${_OLD_VIRTUAL_PS1:-}"
+        export PS1
+        unset _OLD_VIRTUAL_PS1
+    fi
+
+    unset VIRTUAL_ENV
+    unset VIRTUAL_ENV_PROMPT
+    if [ ! "${1:-}" = "nondestructive" ] ; then
+    # Self destruct!
+        unset -f deactivate
+    fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+# on Windows, a path can contain colons and backslashes and has to be converted:
+case "$(uname)" in
+    CYGWIN*|MSYS*|MINGW*)
+        # transform D:\path\to\venv to /d/path/to/venv on MSYS and MINGW
+        # and to /cygdrive/d/path/to/venv on Cygwin
+        VIRTUAL_ENV=$(cygpath /home/rattatwinko/Documents/multicampy/venv)
+        export VIRTUAL_ENV
+        ;;
+    *)
+        # use the path as-is
+        export VIRTUAL_ENV=/home/rattatwinko/Documents/multicampy/venv
+        ;;
+esac
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/"bin":$PATH"
+export PATH
+
+VIRTUAL_ENV_PROMPT='(venv) '
+export VIRTUAL_ENV_PROMPT
+
+# unset PYTHONHOME if set
+# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
+# could use `if (set -u; : $PYTHONHOME) ;` in bash
+if [ -n "${PYTHONHOME:-}" ] ; then
+    _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+    unset PYTHONHOME
+fi
+
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
+    _OLD_VIRTUAL_PS1="${PS1:-}"
+    PS1="("'(venv) '") ${PS1:-}"
+    export PS1
+fi
+
+# Call hash to forget past commands. Without forgetting
+# past commands the $PATH changes we made may not be respected
+hash -r 2> /dev/null

venv/bin/activate.csh

@@ -0,0 +1,27 @@
+# This file must be used with "source bin/activate.csh" *from csh*.
+# You cannot run it directly.
+
+# Created by Davide Di Blasi <davidedb@gmail.com>.
+# Ported to Python 3.3 venv by Andrew Svetlov <andrew.svetlov@gmail.com>
+
+alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; unsetenv VIRTUAL_ENV_PROMPT; test "\!:*" != "nondestructive" && unalias deactivate'
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+setenv VIRTUAL_ENV /home/rattatwinko/Documents/multicampy/venv
+
+set _OLD_VIRTUAL_PATH="$PATH"
+setenv PATH "$VIRTUAL_ENV/"bin":$PATH"
+
+
+set _OLD_VIRTUAL_PROMPT="$prompt"
+
+if (! "$?VIRTUAL_ENV_DISABLE_PROMPT") then
+    set prompt = '(venv) '"$prompt"
+    setenv VIRTUAL_ENV_PROMPT '(venv) '
+endif
+
+alias pydoc python -m pydoc
+
+rehash

venv/bin/activate.fish

@@ -0,0 +1,69 @@
+# This file must be used with "source <venv>/bin/activate.fish" *from fish*
+# (https://fishshell.com/). You cannot run it directly.
+
+function deactivate  -d "Exit virtual environment and return to normal shell environment"
+    # reset old environment variables
+    if test -n "$_OLD_VIRTUAL_PATH"
+        set -gx PATH $_OLD_VIRTUAL_PATH
+        set -e _OLD_VIRTUAL_PATH
+    end
+    if test -n "$_OLD_VIRTUAL_PYTHONHOME"
+        set -gx PYTHONHOME $_OLD_VIRTUAL_PYTHONHOME
+        set -e _OLD_VIRTUAL_PYTHONHOME
+    end
+
+    if test -n "$_OLD_FISH_PROMPT_OVERRIDE"
+        set -e _OLD_FISH_PROMPT_OVERRIDE
+        # prevents error when using nested fish instances (Issue #93858)
+        if functions -q _old_fish_prompt
+            functions -e fish_prompt
+            functions -c _old_fish_prompt fish_prompt
+            functions -e _old_fish_prompt
+        end
+    end
+
+    set -e VIRTUAL_ENV
+    set -e VIRTUAL_ENV_PROMPT
+    if test "$argv[1]" != "nondestructive"
+        # Self-destruct!
+        functions -e deactivate
+    end
+end
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+set -gx VIRTUAL_ENV /home/rattatwinko/Documents/multicampy/venv
+
+set -gx _OLD_VIRTUAL_PATH $PATH
+set -gx PATH "$VIRTUAL_ENV/"bin $PATH
+
+# Unset PYTHONHOME if set.
+if set -q PYTHONHOME
+    set -gx _OLD_VIRTUAL_PYTHONHOME $PYTHONHOME
+    set -e PYTHONHOME
+end
+
+if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
+    # fish uses a function instead of an env var to generate the prompt.
+
+    # Save the current fish_prompt function as the function _old_fish_prompt.
+    functions -c fish_prompt _old_fish_prompt
+
+    # With the original prompt function renamed, we can override with our own.
+    function fish_prompt
+        # Save the return status of the last command.
+        set -l old_status $status
+
+        # Output the venv prompt; color taken from the blue of the Python logo.
+        printf "%s%s%s" (set_color 4B8BBE) '(venv) ' (set_color normal)
+
+        # Restore the return status of the previous command.
+        echo "exit $old_status" | .
+        # Output the original/"old" prompt.
+        _old_fish_prompt
+    end
+
+    set -gx _OLD_FISH_PROMPT_OVERRIDE "$VIRTUAL_ENV"
+    set -gx VIRTUAL_ENV_PROMPT '(venv) '
+end

venv/bin/f2py

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/numpy-config

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy._configtool import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/pip

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/pip3

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/pip3.12

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/pylupdate5

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from PyQt5.pylupdate_main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/pyrcc5

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from PyQt5.pyrcc_main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/bin/python

@@ -0,0 +1 @@
+python3

venv/bin/python3

@@ -0,0 +1 @@
+/usr/bin/python3

venv/bin/python3.12

@@ -0,0 +1 @@
+python3

venv/bin/pyuic5

@@ -0,0 +1,8 @@
+#!/home/rattatwinko/Documents/multicampy/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from PyQt5.uic.pyuic import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

venv/lib/python3.12/site-packages/PyQt5-5.15.11.dist-info/INSTALLER

@@ -0,0 +1 @@
+pip

venv/lib/python3.12/site-packages/PyQt5-5.15.11.dist-info/METADATA

@@ -0,0 +1,60 @@
+Metadata-Version: 2.1
+Name: PyQt5
+Version: 5.15.11
+Requires-Python: >=3.8
+Summary: Python bindings for the Qt cross platform application toolkit
+Description-Content-Type: text/markdown
+Project-Url: homepage, https://www.riverbankcomputing.com/software/pyqt/
+Requires-Dist: PyQt5-sip (>=12.15, <13)
+Requires-Dist: PyQt5-Qt5 (>=5.15.2, <5.16.0)
+License: GPL v3
+Author-Email: Riverbank Computing Limited <info@riverbankcomputing.com>
+
+# PyQt5 - Comprehensive Python Bindings for Qt v5
+
+Qt is set of cross-platform C++ libraries that implement high-level APIs for
+accessing many aspects of modern desktop and mobile systems.  These include
+location and positioning services, multimedia, NFC and Bluetooth connectivity,
+a Chromium based web browser, as well as traditional UI development.
+
+PyQt5 is a comprehensive set of Python bindings for Qt v5.  It is implemented
+as more than 35 extension modules and enables Python to be used as an
+alternative application development language to C++ on all supported platforms
+including iOS and Android.
+
+PyQt5 may also be embedded in C++ based applications to allow users of those
+applications to configure or enhance the functionality of those applications.
+
+
+## Author
+
+PyQt5 is copyright (c) Riverbank Computing Limited.  Its homepage is
+https://www.riverbankcomputing.com/software/pyqt/.
+
+Support may be obtained from the PyQt mailing list at
+https://www.riverbankcomputing.com/mailman/listinfo/pyqt/.
+
+
+## License
+
+PyQt5 is released under the GPL v3 license and under a commercial license that
+allows for the development of proprietary applications.
+
+
+## Documentation
+
+The documentation for the latest release can be found
+[here](https://www.riverbankcomputing.com/static/Docs/PyQt5/).
+
+
+## Installation
+
+The GPL version of PyQt5 can be installed from PyPI:
+
+    pip install PyQt5
+
+`pip` will also build and install the bindings from the sdist package but Qt's
+`qmake` tool must be on `PATH`.
+
+The `sip-install` tool will also install the bindings from the sdist package
+but will allow you to configure many aspects of the installation.

venv/lib/python3.12/site-packages/PyQt5-5.15.11.dist-info/RECORD

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+PyQt5/uic/widget-plugins/qtquickwidgets.py,sha256=th5XaLaBM45pN4eAu53yILK4FH8XoiLils0dOMOfc7U,1562
+PyQt5/uic/widget-plugins/qtwebenginewidgets.py,sha256=bjTAie4gq4IHayFl05lVqbnc-yf9uv6fLoAVdgaAaGQ,1568
+PyQt5/uic/widget-plugins/qtwebkit.py,sha256=J5PbQfNEbTEnL03V0TSXrH-d9srutPP9P8h00Sdu7K0,2507

venv/lib/python3.12/site-packages/PyQt5-5.15.11.dist-info/WHEEL

@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: pyqtbuild 1.16.4
+Root-Is-Purelib: false
+Tag: cp38-abi3-manylinux_2_17_x86_64

venv/lib/python3.12/site-packages/PyQt5-5.15.11.dist-info/entry_points.txt

@@ -0,0 +1,4 @@
+[console_scripts]
+pylupdate5=PyQt5.pylupdate_main:main
+pyrcc5=PyQt5.pyrcc_main:main
+pyuic5=PyQt5.uic.pyuic:main