Pascal VOC dataset about vision HOT 9 CLOSED

I find it in the COCO official website.

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@fmassa don't think you need that, coco is already there and supports VOC json

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@szagoruyko in this case, we should provide a converter from VOC format to COCO format. But this might be better than writing a new (almost reduntant) class.
Also, I was updating the code, and we could use a TargetTransformer to convert between different formats.

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@fmassa Is it completed now?

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@szagoruyko How to get the VOC json? I download PASCAL VOC 2007 trainval dataset and only fint their xml. Thank you!

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Fixed via #663

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hey! @fmassa ,
I am using pascal voc 2007 det dataset.
and there is an error occuring when i am using to load them in batches.
i found that error occurs when i am trying to merge dicts of annotations of different size.

do you know how to handle it?
for dataset i am using official implementation (from ver 1.0.1)
and i am using usual dataloader

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@mrpositron you need to have a custom collate_fn in the DataLoader that pads the image before merging, so that the images have the same size. Check how it's done in maskrcnn-benchmark: here is the collate_fn, and the padding happens in here.

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the problem is that all images by default are resized to 224*224, and the problem is that it (dataloader from torch.utils) merges dictionaries from targets in a batch. so i don't know exactly how to avoid that problem. since the images contain different # of objects, and merging fails

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