VQA v2.0数据集 图像问题答案对
一、图片
（此图片是来自VQA v2.0数据集下的val2014文件夹下的 COCO_val2014_000000000715.jpg）
二、问题(question)
""" 上方图片对应的问题集，保存在VQA v2.0数据集下v2_Questions_Val_mscoco文件夹下的v2_OpenEnded_mscoco_val2014_questions.json文件中 """
{"image_id": 715, "question": "How many bananas are on display next to the oranges?", "question_id": 715000},
{"image_id": 715, "question": "How many baskets of fruit?", "question_id": 715001},
{"image_id": 715, "question": "How many fruits are shown?", "question_id": 715002},
{"image_id": 715, "question": "How many bananas are in this picture?", "question_id": 715003},
{"image_id": 715, "question": "What kind of fruit is this?", "question_id": 715004},
{"image_id": 715, "question": "Is this picture taken inside or outside?", "question_id": 715005},
{"image_id": 715, "question": "How are the drinks being kept cold?", "question_id": 715006}
三、答案(annotation)
"""上方对于图片提出的问题对应的答案，保存在VQA v2.0数据集下v2_Annotations_Val_mscoco文件夹下的 v2_mscoco_val2014_annotations.json文件中 """
{
"answer_type": "number",
"multiple_choice_answer": "17",
"answers": [{"answer": "20", "answer_confidence": "maybe", "answer_id": 1}, {"answer": "19", "answer_confidence": "yes", "answer_id": 2}, {"answer": "40", "answer_confidence": "maybe", "answer_id": 3}, {"answer": "17", "answer_confidence": "yes", "answer_id": 4}, {"answer": "30", "answer_confidence": "maybe", "answer_id": 5}, {"answer": "17", "answer_confidence": "yes", "answer_id": 6}, {"answer": "19", "answer_confidence": "maybe", "answer_id": 7}, {"answer": "50", "answer_confidence": "maybe", "answer_id": 8}, {"answer": "15", "answer_confidence": "maybe", "answer_id": 9}, {"answer": "16", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "question_type": "how many", "question_id": 715000
}
{
"question_type": "how many",
"multiple_choice_answer": "2",
"answers": [{"answer": "2", "answer_confidence": "yes", "answer_id": 1}, {"answer": "2", "answer_confidence": "yes", "answer_id": 2}, {"answer": "2", "answer_confidence": "yes", "answer_id": 3}, {"answer": "6", "answer_confidence": "yes", "answer_id": 4},
{"answer": "2", "answer_confidence": "yes", "answer_id": 5}, {"answer": "5", "answer_confidence": "maybe", "answer_id": 6}, {"answer": "6", "answer_confidence": "yes", "answer_id": 7}, {"answer": "6", "answer_confidence": "yes", "answer_id": 8},
{"answer": "2", "answer_confidence": "yes", "answer_id": 9}, {"answer": "6", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "answer_type": "number", "question_id": 715001
},
{
"question_type": "how many",
"multiple_choice_answer": "3",
"answers": [{"answer": "3", "answer_confidence": "no", "answer_id": 1}, {"answer": "3", "answer_confidence": "yes", "answer_id": 2}, {"answer": "4", "answer_confidence": "yes", "answer_id": 3}, {"answer": "3", "answer_confidence": "yes", "answer_id": 4},
{"answer": "4", "answer_confidence": "yes", "answer_id": 5}, {"answer": "3", "answer_confidence": "yes", "answer_id": 6}, {"answer": "4", "answer_confidence": "no", "answer_id": 7}, {"answer": "many", "answer_confidence": "no", "answer_id": 8}, {"answer": "3", "answer_confidence": "yes", "answer_id": 9}, {"answer": "3", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "answer_type": "number", "question_id": 715002
},
{
"answer_type": "number",
"multiple_choice_answer": "10",
"answers": [{"answer": "bunches", "answer_confidence": "yes", "answer_id": 1}, {"answer": "16", "answer_confidence": "maybe", "answer_id": 2}, {"answer": "15", "answer_confidence": "yes", "answer_id": 3}, {"answer": "18", "answer_confidence": "maybe", "answer_id": 4}, {"answer": "19", "answer_confidence": "maybe", "answer_id": 5}, {"answer": "over 10", "answer_confidence": "yes", "answer_id": 6}, {"answer": "20", "answer_confidence": "yes", "answer_id": 7}, {"answer": "17", "answer_confidence": "maybe", "answer_id": 8}, {"answer": "10", "answer_confidence": "yes", "answer_id": 9}, {"answer": "30", "answer_confidence": "maybe", "answer_id": 10}],
"image_id": 715, "question_type": "how many", "question_id": 715003
},
{
"answer_type": "other",
"multiple_choice_answer": "banana",
"answers": [{"answer": "banana", "answer_confidence": "yes", "answer_id": 1}, {"answer": "bananas, oranges, and pineapples", "answer_confidence": "yes", "answer_id": 2}, {"answer": "banana, pineapple, orange", "answer_confidence": "yes", "answer_id": 3}, {"answer": "oranges, bananas and pineapples", "answer_confidence": "yes", "answer_id": 4}, {"answer": "fresh", "answer_confidence": "maybe", "answer_id": 5}, {"answer": "banana,orange,pineapple,", "answer_confidence": "yes", "answer_id": 6}, {"answer": "banana", "answer_confidence": "yes", "answer_id": 7}, {"answer": "banana", "answer_confidence": "maybe", "answer_id": 8},{"answer": "bananas", "answer_confidence": "yes", "answer_id": 9}, {"answer": "banana", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "question_type": "what kind of", "question_id": 715004
},
{
"answer_type": "other",
"multiple_choice_answer": "inside",
"answers": [{"answer": "outside", "answer_confidence": "yes", "answer_id": 1}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 2}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 3}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 4}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 5}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 6}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 7}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 8}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 9}, {"answer": "inside", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "question_type": "is this", "question_id": 715005
},
{
"question_type": "how",
"multiple_choice_answer": "ice",
"answers": [{"answer": "sitting in ice", "answer_confidence": "yes", "answer_id": 1}, {"answer": "19", "answer_confidence": "maybe", "answer_id": 2}, {"answer": "ice", "answer_confidence": "yes", "answer_id": 3}, {"answer": "ice", "answer_confidence": "yes", "answer_id": 4}, {"answer": "30", "answer_confidence": "maybe", "answer_id": 5}, {"answer": "ice", "answer_confidence": "maybe", "answer_id": 6}, {"answer": "ice", "answer_confidence": "yes", "answer_id": 7}, {"answer": "ice", "answer_confidence": "yes", "answer_id": 8},{"answer": "ice", "answer_confidence": "yes", "answer_id": 9}, {"answer": "ice", "answer_confidence": "yes", "answer_id": 10}],
"image_id": 715, "answer_type": "other", "question_id": 715006
}
以上全部组成了一个完整的VQA v2.0数据集问题答案图像对。