single-image-depth-prediction topic

List single-image-depth-prediction repositories

stereo-from-mono

379
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55
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[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

MiDaS

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586
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Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

rectified-features

63
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8
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[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

adareg-monodispnet

23
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5
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Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

RM-Depth

40
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0
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RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes, CVPR 2022

Metric3D

841
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60
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The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

AdaBins

697
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156
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Official implementation of Adabins: Depth Estimation using adaptive bins