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مراجع:

compguesswhat-original

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:compguesswhat/compguesswhat-original')
  • توضیحات :
CompGuessWhat?! is an instance of a multi-task framework for evaluating the quality of learned neural representations,
        in particular concerning attribute grounding. Use this dataset if you want to use the set of games whose reference
        scene is an image in VisualGenome. Visit the website for more details: https://compguesswhat.github.io
  • مجوز : مجوز شناخته شده ای وجود ندارد
  • نسخه : 0.2.0
  • تقسیم ها :
تقسیم کنید نمونه ها
'test' 9621
'train' 46341
'validation' 9738
  • ویژگی ها :
{
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    },
    "target_id": {
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    "timestamp": {
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    "image": {
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        "flickr_url": {
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        "coco_url": {
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        "height": {
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            "id": null,
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        },
        "width": {
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        },
        "visual_genome": {
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            "height": {
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            "url": {
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            "coco_id": {
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            "flickr_id": {
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            },
            "image_id": {
                "dtype": "string",
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            }
        }
    },
    "qas": {
        "feature": {
            "question": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer": {
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            "id": {
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                "id": null,
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        },
        "length": -1,
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    "objects": {
        "feature": {
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            "bbox": {
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                "length": 4,
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                "_type": "Sequence"
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            "category": {
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            "area": {
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                "id": null,
                "_type": "Value"
            },
            "category_id": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "segment": {
                "feature": {
                    "feature": {
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                        "_type": "Value"
                    },
                    "length": -1,
                    "id": null,
                    "_type": "Sequence"
                },
                "length": -1,
                "id": null,
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            }
        },
        "length": -1,
        "id": null,
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    }
}

compguesswhat-zero_shot

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:compguesswhat/compguesswhat-zero_shot')
  • توضیحات :
CompGuessWhat?! is an instance of a multi-task framework for evaluating the quality of learned neural representations,
        in particular concerning attribute grounding. Use this dataset if you want to use the set of games whose reference
        scene is an image in VisualGenome. Visit the website for more details: https://compguesswhat.github.io
  • مجوز : مجوز شناخته شده ای وجود ندارد
  • نسخه : 0.2.0
  • تقسیم ها :
تقسیم کنید نمونه ها
'nd_test' 13836
'nd_valid' 5343
'od_test' 13300
'od_valid' 5372
  • ویژگی ها :
{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "target_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "status": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "image": {
        "id": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "file_name": {
            "dtype": "string",
            "id": null,
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        },
        "coco_url": {
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            "id": null,
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        },
        "height": {
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        "license": {
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            "id": null,
            "_type": "Value"
        },
        "open_images_id": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "date_captured": {
            "dtype": "string",
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        }
    },
    "objects": {
        "feature": {
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            },
            "bbox": {
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                "length": 4,
                "id": null,
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            "category": {
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            "area": {
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                "id": null,
                "_type": "Value"
            },
            "category_id": {
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                "id": null,
                "_type": "Value"
            },
            "IsOccluded": {
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            "IsTruncated": {
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            },
            "segment": {
                "feature": {
                    "MaskPath": {
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                    },
                    "LabelName": {
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                        "id": null,
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                    },
                    "BoxID": {
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                        "id": null,
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                    },
                    "BoxXMin": {
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                    },
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                    },
                    "BoxYMin": {
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                    },
                    "BoxYMax": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    },
                    "PredictedIoU": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    },
                    "Clicks": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    }
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
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        },
        "length": -1,
        "id": null,
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    }
}