Firsh Push at 20241207

Load_process/LoadData.py

@@ -0,0 +1,38 @@
+from Load_process.file_processing import Process_File
+from Load_process.Loading_Tools import Load_Data_Prepare, Load_Data_Tools
+from merge_class.merge import merge
+
+class Loding_Data_Root(Process_File):
+    def __init__(self, Labels, Training_Root, Generator_Root):
+        self.Label_List = Labels
+        self.Train_Root = Training_Root
+        self.Generator_Root = Generator_Root
+
+        super().__init__()
+        pass
+
+    def process_main(self):
+        '''處理讀Training、Image Generator檔資料'''
+        Merge = merge()
+
+        get_Image_Data = self.get_Image_data_roots(self.Train_Root)
+        Get_ImageGenerator_Image_Data = self.get_Image_data_roots(self.Generator_Root)
+
+        Get_Total_Image_Data_Root = Merge.merge_dict_to_dict(get_Image_Data, Get_ImageGenerator_Image_Data)
+
+        return Get_Total_Image_Data_Root
+
+    def get_Image_data_roots(self, DataRoot) -> dict: 
+        Prepare = Load_Data_Prepare()
+        Loading_Tool = Load_Data_Tools()
+
+        # Setting the dictionary's content on Prepare.Set_Data_Dictionary object
+        Prepare.Set_Label_List(self.Label_List)
+        Prepare.Set_Data_Content([], len(self.Label_List))
+        Prepare.Set_Data_Dictionary(Prepare.Get_Label_List(), Prepare.Get_Data_Content(), len(self.Label_List))
+
+        # Gets the classifcation's total data
+        get_image_data = Loading_Tool.get_data_root(DataRoot, Prepare.Get_Data_Dict(), Prepare.Get_Label_List())
+
+        # return get_NPC_original_image_data
+        return get_image_data