Comments (3)
jackroos
commented on June 19, 2024
You can download the files for VQA here and follow the same format. Thank you!
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kememem
commented on June 19, 2024
Thanks for the reply. I've checked the files and understand the meaning of most key/value pairs. However, could you explain me what does "boxes" key mean? How can I generate the values of "boxes" from an annotated image. Thanks!
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jackroos
commented on June 19, 2024
It means the bounding boxes of objects in the image, you can decode the "boxes" following our code of VQA dataset:
VL-BERT/vqa/data/datasets/vqa.py
Line 445 in d58c70c
After it is decoded, it should be a numpy array of shape (#boxes, 4). And you can encode boxes of your own image by following way:
https://github.com/jackroos/bottom-up-attention/blob/4de0a37c98039470f27a0cbfa94765e90bb80d24/tools/generate_tsv_v2.py#L98
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