Added commonsense data.

BB_Overlapping.py

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+import numpy as np
+import pandas as pd
+
+def reader(filename):
+    df = pd.read_csv(filename)
+    return df
+
+def check_overlapping(obj1, rect1, obj2, rect2):
+    #case1:
+    my_str = []
+    if(rect1[0][0] >= rect2[0][0] and rect1[0][1] >= rect2[0][1] and rect1[1][0] >= rect2[1][0] and rect1[1][1] >= rect2[1][1]):
+        my_str.append(obj1 + ' partOf ' + obj2)
+   #case2:
+    if(rect1[1][0] >= rect2[0][1] and rect1[0][1] < rect2[0][0]):
+        my_str.append(obj1 + ' overlapWith ' + obj2)
+   #case3:
+    else:
+        my_str.append(obj1 + ' collocateWith ' + obj2)
+
+    return my_str
+
+def detector(df):
+    num_rows = len(df.index)
+    str_value = []
+    for i in range(num_rows):
+        for j in range(i+1, num_rows):
+            obj1 = (df.iloc[i]["label"])
+            obj2 = (df.iloc[j]["label"])
+            top_left1 = (int(df.iloc[i]["Top_Left_x"]), int(df.iloc[i]["Top_Left_y"]))
+            bottom_right1 = (int(df.iloc[i]["Bottom_Right_x"]), int(df.iloc[i]["Bottom_Right_y"]))
+            top_left2 = (int(df.iloc[j]["Top_Left_x"]), int(df.iloc[j]["Top_Left_y"]))
+            bottom_right2 = (int(df.iloc[j]["Bottom_Right_x"]), int(df.iloc[j]["Bottom_Right_y"]))
+            rect1 = (top_left1, bottom_right1)
+            rect2 = (top_left2, bottom_right2)
+            #print(top_left1, bottom_right1)
+            #print(top_left2, bottom_right2)
+            str_value = check_overlapping(obj1, rect1, obj2, rect2)
+
+    return str_value
+
+
+
+if __name__ == "__main__":
+    df = reader("~/Desktop/convertcsv.csv")
+    str_value_new= detector(df)

Bounding_Box_csv.csv

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+label,confidence,Top_Left_x,Top_Left_y,Bottom_Right_x,Bottom_Right_y
+car,0.33,0,1084,84,1247
+car,0.52,1251,1106,1412,1170
+car,0.47,1497,1111,1648,1174
+car,0.2,1684,1112,1802,1171
+car,0.29,1855,1118,2004,1176
+car,0.22,2096,1115,2172,1158
+car,0.26,2266,1108,2361,1149
+car,0.44,2417,1091,2542,1157
+car,0.48,2629,1082,2745,1129
+car,0.78,516,1037,1286,1444
+stop sign,0.16,2561,978,2611,1045
+pottedplant,0.77,1418,1146,2126,1683

Image_42_output_from_YOLO.json

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+[{"label": "car", "confidence": 0.33, "topleft": {"x": 0, "y": 1084}, "bottomright": {"x": 84, "y": 1247}}, {"label": "car", "confidence": 0.52, "topleft": {"x": 1251, "y": 1106}, "bottomright": {"x": 1412, "y": 1170}}, {"label": "car", "confidence": 0.47, "topleft": {"x": 1497, "y": 1111}, "bottomright": {"x": 1648, "y": 1174}}, {"label": "car", "confidence": 0.2, "topleft": {"x": 1684, "y": 1112}, "bottomright": {"x": 1802, "y": 1171}}, {"label": "car", "confidence": 0.29, "topleft": {"x": 1855, "y": 1118}, "bottomright": {"x": 2004, "y": 1176}}, {"label": "car", "confidence": 0.22, "topleft": {"x": 2096, "y": 1115}, "bottomright": {"x": 2172, "y": 1158}}, {"label": "car", "confidence": 0.26, "topleft": {"x": 2266, "y": 1108}, "bottomright": {"x": 2361, "y": 1149}}, {"label": "car", "confidence": 0.44, "topleft": {"x": 2417, "y": 1091}, "bottomright": {"x": 2542, "y": 1157}}, {"label": "car", "confidence": 0.48, "topleft": {"x": 2629, "y": 1082}, "bottomright": {"x": 2745, "y": 1129}}, {"label": "car", "confidence": 0.78, "topleft": {"x": 516, "y": 1037}, "bottomright": {"x": 1286, "y": 1444}}, {"label": "stop sign", "confidence": 0.16, "topleft": {"x": 2561, "y": 978}, "bottomright": {"x": 2611, "y": 1045}}, {"label": "pottedplant", "confidence": 0.77, "topleft": {"x": 1418, "y": 1146}, "bottomright": {"x": 2126, "y": 1683}}]

Spatial_Relation_Output.txt

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+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith car']
+['car collocateWith stop sign']
+['car collocateWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith car']
+['car collocateWith car']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car collocateWith car']
+['car partOf stop sign', 'car overlapWith stop sign']
+['car overlapWith pottedplant']
+['car overlapWith stop sign']
+['car overlapWith pottedplant']
+['stop sign overlapWith pottedplant']