adams-story/nyu-depthv2-wds

Dataset Card for nyu-depthv2-wds

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This is the NYU DepthV2 dataset, converted into the webdataset format. https://huggingface.co/datasets/sayakpaul/nyudepthv2/

There are 47584 samples in the training split, and 654 samples in the validation split.

I shuffled both the training samples, and the validation samples.

I also cropped 16 pixels from all sides of the image, and depth image. I did this because there is a white border around all images.

This is an example of the border artifacts in the images:

Dataset Details

Dataset Description

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Each sample contains a jpg image, and a numpy array of depth data. Depth maps are stored in float16.

Dataset Sources [optional]

See https://cs.nyu.edu/~silberman/datasets/nyudepthv2.html

Uses

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Train a depth prediction model on the train split, and test on the val split!