Update aphantasia_drawing_dataset.py

aphantasia_drawing_dataset.py

@@ -170,10 +170,23 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
           #   img = Image.open(io.BytesIO(img_byt))
           #   subjects_data[sub]["image"][room] = img.resize((500,500))
           # idx += 1
+            
           try:
             age = int(sub_row["demographics.age"])
           except:
             age = -1
+          try:
+            art_ability = int(sub_row["demographics.art_ability"])
+          except:
+            art_ability = -1
+          try:
+            vviq_score = int(sub_row["demographics.vviq_score"])
+          except:
+            vviq_score = -1
+          try:
+            osiq_score = int(sub_row["demographics.osiq_score"])
+          except:
+            osiq_score = -1
           # age = int(sub_row["demographics.age"]) if sub_row["demographics.age"] and sub_row["demographics.age"] is not np.nan else None
           yield idx, {
               "subject_id": sub_row["subject_id"],
@@ -183,14 +196,14 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
                   "age": age, #sub_row["demographics.age"],
                   "gender": sub_row["demographics.gender"],
                   "occupation": sub_row["demographics.occupation"],
-                  "art_ability": sub_row["demographics.art_ability"],
+                  "art_ability": art_ability, #sub_row["demographics.art_ability"],
                   "art_experience": sub_row["demographics.art_experience"],
                   "device": sub_row["demographics.device"],
                   "input": sub_row["demographics.input"],
                   "difficult": sub_row["demographics.difficult"],
                   "diff_explanation": sub_row["demographics.diff_explanation"],
-                  "vviq_score": sub_row["demographics.vviq_score"],
-                  "osiq_score": sub_row["demographics.osiq_score"]
+                  "vviq_score": vviq_score, #sub_row["demographics.vviq_score"],
+                  "osiq_score": osiq_score#sub_row["demographics.osiq_score"]
                   },
               "drawings": {
                   "kitchen": {