Referências:
compguesswhat-original
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:compguesswhat/compguesswhat-original')
- Descrição :
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
- Licença : Nenhuma licença conhecida
- Versão : 0.2.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 9621 |
'train' | 46341 |
'validation' | 9738 |
- Características :
{
"id": {
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"id": null,
"_type": "Value"
},
"target_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"timestamp": {
"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,
"_type": "Value"
},
"flickr_url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"coco_url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"height": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"width": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"visual_genome": {
"width": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"height": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"coco_id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"flickr_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"image_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
},
"qas": {
"feature": {
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answer": {
"dtype": "string",
"id": null,
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},
"id": {
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"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"objects": {
"feature": {
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},
"bbox": {
"feature": {
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},
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},
"area": {
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"segment": {
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},
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"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
compguesswhat-zero_shot
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:compguesswhat/compguesswhat-zero_shot')
- Descrição :
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
- Licença : Nenhuma licença conhecida
- Versão : 0.2.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'nd_test' | 13836 |
'nd_valid' | 5343 |
'od_test' | 13300 |
'od_valid' | 5372 |
- Características :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"target_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"status": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"image": {
"id": {
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"id": null,
"_type": "Value"
},
"file_name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"coco_url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"height": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"width": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"license": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"open_images_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"date_captured": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"objects": {
"feature": {
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"bbox": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": 4,
"id": null,
"_type": "Sequence"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"area": {
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"id": null,
"_type": "Value"
},
"category_id": {
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"id": null,
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},
"IsOccluded": {
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"id": null,
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},
"IsTruncated": {
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"id": null,
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},
"segment": {
"feature": {
"MaskPath": {
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},
"LabelName": {
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"_type": "Value"
},
"BoxID": {
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},
"BoxXMin": {
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},
"BoxXMax": {
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},
"BoxYMin": {
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"id": null,
"_type": "Value"
},
"BoxYMax": {
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"id": null,
"_type": "Value"
},
"PredictedIoU": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Clicks": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}