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Created December 4, 2019 16:25
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nyu_depth_v2
{
"citation": "@inproceedings{Silberman:ECCV12,\n author = {Nathan Silberman, Derek Hoiem, Pushmeet Kohli and Rob Fergus},\n title = {Indoor Segmentation and Support Inference from RGBD Images},\n booktitle = {ECCV},\n year = {2012}\n}\n@article{Alhashim2018,\n author = {Ibraheem Alhashim and Peter Wonka},\n title = {High Quality Monocular Depth Estimation via Transfer Learning},\n journal = {arXiv e-prints},\n volume = {abs/1812.11941},\n year = {2018},\n url = {https://arxiv.org/abs/1812.11941},\n eid = {arXiv:1812.11941},\n eprint = {1812.11941}\n}\n",
"description": "The NYU-Depth V2 data set is comprised of video sequences from a variety of\nindoor scenes as recorded by both the RGB and Depth cameras from the\nMicrosoft Kinect.\n",
"location": {
"urls": [
"https://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html"
]
},
"name": "nyu_depth_v2",
"schema": {
"feature": [
{
"name": "depth",
"shape": {
"dim": [
{
"size": "480"
},
{
"size": "640"
},
{
"size": "1"
}
]
},
"type": "INT"
},
{
"name": "image",
"shape": {
"dim": [
{
"size": "480"
},
{
"size": "640"
},
{
"size": "3"
}
]
},
"type": "INT"
}
]
},
"sizeInBytes": "4399138715",
"splits": [
{
"name": "test",
"numShards": "1",
"shardLengths": [
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],
"statistics": {
"features": [
{
"name": "depth",
"numStats": {
"commonStats": {
"numNonMissing": "654"
},
"max": 9986.0,
"min": 713.0
}
},
{
"name": "image",
"numStats": {
"commonStats": {
"numNonMissing": "654"
},
"max": 255.0
}
}
],
"numExamples": "654"
}
},
{
"name": "train",
"numShards": "1",
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"statistics": {
"features": [
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"numStats": {
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},
{
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"numStats": {
"commonStats": {
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}
}
],
"numExamples": "50688"
}
}
],
"supervisedKeys": {
"input": "image",
"output": "depth"
},
"version": "1.0.0"
}
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