Feat: Update code can handle map 2 map (hdr, exterior), add readme for metadata.json format

README.md

@@ -0,0 +1,14 @@
+The metadata.json have struct as:
+
+
+```json
+{
+  "data": [
+	[{"input_image": [], "groundtruth": []}],
+	[{"input_image": [], "groundtruth": []}],
+	...
+  ],
+  "confuse": [], # list of image path not have rigth format
+  "false": [], # list of folder path not have right format ex: data_temp\14\1303 Doylin Dr, Cary, NC\ex 22
+}
+```

run_v2.py

@@ -0,0 +1,159 @@
+import os
+import re
+import shutil
+import json
+from pathlib import Path
+import argparse
+# from type import List
+
+def get_list_train_test_exterior(camera_setting):
+    # print(camera_setting)
+    list_numbers = []
+    data = []
+    confuse = []
+    for images_name in os.listdir(os.path.join(camera_setting)):
+        check_images_name = os.path.join(camera_setting, images_name)
+        if os.path.isdir(check_images_name):
+            return False
+        # images_id = images_name.split(".")[0].split("\\")[-1]
+        images_id = images_name.split(".")[0]
+        numbers = images_id[-4:]
+        if not numbers.isdigit():
+            numbers = images_id[-3:]
+        if not numbers.isdigit():
+            numbers = images_id.split("_")[-2]
+        if not numbers.isdigit():
+            numbers = images_id.split("_")[1].split("-")[0]
+        if not numbers.isdigit():
+            print(images_id)
+        list_numbers.append(numbers)
+    set_numbers =  set()
+    for number in list_numbers:
+        set_numbers.add(number)
+    # print(set_numbers)
+    
+    for image_number in set_numbers:
+        temp_list_train = []
+        temp_list_test = [] 
+        for images_name in os.listdir(os.path.join(camera_setting)):
+            if image_number in images_name:
+                # print(image_number)
+                # print(images_name)
+                if images_name.endswith(".jpg"):
+                    temp_list_test.append(images_name)
+                else:
+                    temp_list_train.append(images_name)
+        if len(temp_list_train) == 0:
+            confuse.append([os.path.join(camera_setting, i) for i in temp_list_test])
+        elif len(temp_list_test) == 0:
+            confuse.append([os.path.join(camera_setting, i) for i in temp_list_train])
+        else:
+            temp_dict = {}
+            temp_dict['input_image'] = [os.path.join(camera_setting, i) for i in temp_list_train]
+            temp_dict['groundtruth'] = [os.path.join(camera_setting, i) for i in temp_list_test]
+            data.append(temp_dict)
+    return {"data": data, "confuse": confuse}
+
+def get_list_train_test_hdr(camera_setting):
+    data = []
+    confuse = []
+    dict_numbers = {}
+    for images_name in os.listdir(os.path.join(camera_setting)):
+        # images_name = os.path.join(camera_setting, images_name)
+        if os.path.isdir(os.path.join(camera_setting, images_name)):
+            return False
+        if images_name.endswith(".log"):
+            continue
+        # images_id = images_name.split(".")[0].split("\\")[-1]
+        images_id = images_name.split(".")[0]
+        numbers = images_id[-4:]
+        if not numbers.isdigit():
+            numbers = images_id[-3:]
+        if not numbers.isdigit():
+            numbers = images_id.split("_")[-2]
+        if not numbers.isdigit():
+            numbers = images_id.split("_")[1].split("-")[0]
+        if not numbers.isdigit():
+            print(images_id)
+        dict_numbers[int(numbers)] = images_name
+        # print(numbers)
+        # print(images_id, "\n")
+    dict_numbers = dict(sorted(dict_numbers.items()))
+    temp_list_input_image = []
+    temp_list_groundtruth = []
+    is_groundtruth = False
+    temp_postfix = None
+    for number in dict_numbers:
+        image = os.path.join(camera_setting, dict_numbers[number])
+        if not image.endswith(".jpg"):
+            temp_list_input_image.append(image)
+            is_groundtruth = False
+            temp_postfix = image.split(".")[1]
+        elif image.endswith(".jpg") and is_groundtruth == False:
+            if os.path.isfile(f"{image.split('.')[0]}.{temp_postfix}"):
+                temp_list_input_image.append(f"{image.split('.')[0]}.{temp_postfix}")
+            temp_list_groundtruth.append(image)
+            data.append(
+                {
+                    "input_image": temp_list_input_image,
+                    "groundtruth": temp_list_groundtruth
+                }
+            )
+            temp_list_input_image = []
+            temp_list_groundtruth = []
+            is_groundtruth = True
+        elif image.endswith(".jpg") and is_groundtruth == True:
+            confuse.append(image)
+    return {"data": data, "confuse": confuse}
+    
+
+# def extract_numbers(string):
+#     numbers = re.findall(r'\d+', string)
+#     return ''.join(numbers)
+
+def check_folder(camera_setting):
+    list_folder = []
+    for item in os.listdir(camera_setting):
+        if os.path.isdir(os.path.join(camera_setting, item)):
+            list_folder.append(os.path.join(camera_setting, item))
+    for folder in list_folder:
+        files = os.listdir(folder)
+        for fname in files:
+            # copying the files to the 
+            # destination directory
+            shutil.copy2(os.path.join(folder,fname), os.path.join(folder,".."))
+    return list_folder
+
+def main(data_path):
+    map_image = dict()
+    map_image['data'] = []
+    map_image['confuse'] = []
+    map_image['false'] = []
+    for fold_number in os.listdir(data_path):
+        if "." in fold_number:
+            continue
+        # print(fold_number)
+        for address in os.listdir(os.path.join(data_path, fold_number)):
+            address = os.path.join(data_path, fold_number, address)
+            for camera_setting in os.listdir(address):
+                # print(os.path.join(address, camera_setting))
+                if "exterior" in camera_setting.lower():
+                    camera_setting = os.path.join(address, camera_setting)
+                    temp_output = get_list_train_test_exterior(camera_setting=camera_setting)
+                elif "hdr" in camera_setting.lower():
+                    camera_setting = os.path.join(address, camera_setting)
+                    temp_output = get_list_train_test_hdr(camera_setting=camera_setting)
+                if temp_output == False:
+                    map_image['false'].append(camera_setting)
+                else:
+                    map_image['data'] += temp_output['data']
+                    map_image['confuse'] += temp_output['confuse']
+    with open(f"metadata.json", 'w') as fout:
+        json_dumps_str = json.dumps(map_image, indent=4)
+        print(json_dumps_str, file=fout)
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--data_path', required=True, type=str,
+                    help='path to process')
+    args = parser.parse_args()
+    main(args.data_path)