Updates

rpi/training/utils/verifiy.py

@@ -0,0 +1,47 @@
+import os
+
+if __name__ == "__main__":
+    trg_dir = "../datasets/pieces/unified/train/labels"
+    src_dir = "../datasets/pieces/khalid/train/labels"
+
+    trg_labels = [
+        'w_pawn','w_knight','w_bishop','w_rook','w_queen','w_king',
+        'b_pawn','b_knight','b_bishop','b_rook','b_queen','b_king'
+    ]
+
+    src_labels = [
+        'b_bishop', 'b_king', 'b_knight', 'b_queen', 'b_rook', 'b_pawn',
+        'w_bishop', 'w_king', 'w_knight', 'w_queen', 'w_rook', 'w_pawn'
+    ]
+
+    trg_files = os.listdir(trg_dir)
+    src_files = os.listdir(src_dir)
+
+    for src_file in src_files:
+        trg_file = os.path.abspath(os.path.join(trg_dir, src_file))
+        src_file = os.path.abspath(os.path.join(src_dir, src_file))
+
+        trg_lines = []
+        src_lines = []
+
+        with open(src_file, "r") as f:
+            src_lines = f.readlines().copy()
+
+        with open(trg_file, "r") as f:
+            trg_lines = f.readlines().copy()
+
+        for i in range(0, len(trg_lines)):
+            trg_line = trg_lines[i]
+            src_line  = src_lines[i]
+
+            trg_label_index = int(trg_line.strip().split(" ")[0])
+            src_label_index = int(src_line.strip().split(" ")[0])
+
+            trg_label_value = trg_labels[trg_label_index]
+            src_label_value = src_labels[src_label_index]
+
+            if trg_label_value != src_label_value :
+                print(f"Error detected in {trg_file} at line {i}.\n"
+                      f"==> Index {trg_label_index} points to {trg_label_value} instead of {src_label_index}:{src_label_value}")
+
+print("Detection terminated.")