Update config.py

config.py

@@ -1,23 +1,24 @@
-from pathlib import Path
-import numpy as np
-
-# Base path for dataset
-BASE_PATH = Path("C:/Users/peter_idoko.VACFSS/Documents/VSCode/textureClassification")
-
-# Output directory for CSV files
-OUTPUT_DIR = BASE_PATH / "features"
-
-# Image processing parameters
-IMAGE_SIZE = (64, 64)  # Resize images for consistency
-
-# GLCM Parameters
-DISTANCES = [1, 2, 3, 4]
-ANGLES = [0, 0.25 * np.pi, 0.5 * np.pi, 0.75 * np.pi]  # 0°, 45°, 90°, 135°
-
-# LBP Parameters
-LBP_RADIUS = 3
-LBP_POINTS = min(8 * LBP_RADIUS, 24)
-LBP_METHOD = "uniform"
-
-# Texture classes
-TEXTURE_CLASSES = ["wood", "brick", "stone"]
+from pathlib import Path
+import numpy as np
+
+# Dynamically get the base path for dataset
+BASE_PATH = Path(__file__).parent.resolve()
+
+# Output directory for CSV files
+OUTPUT_DIR = BASE_PATH / "features"
+OUTPUT_DIR.mkdir(parents=True, exist_ok=True)  # Ensure directory exists
+
+# Image processing parameters
+IMAGE_SIZE = (64, 64)  # Resize images for consistency
+
+# GLCM Parameters
+DISTANCES = [1, 2, 3, 4]
+ANGLES = [0, 0.25 * np.pi, 0.5 * np.pi, 0.75 * np.pi]  # 0°, 45°, 90°, 135°
+
+# LBP Parameters
+LBP_RADIUS = 3
+LBP_POINTS = min(8 * LBP_RADIUS, 24)
+LBP_METHOD = "uniform"
+
+# Texture classes
+TEXTURE_CLASSES = ["wood", "brick", "stone"]