OpenCodePapers
depth-estimation-on-nyu-depth-v2
Depth Estimation
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Code
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ModelName
ReleaseDate
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EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment
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0.224
EVP
2023-12-13
DINOv2: Learning Robust Visual Features without Supervision
✓ Link
0.279
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
2023-04-14
Revealing the Dark Secrets of Masked Image Modeling
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0.287
SwinV2-L 1K-MIM
2022-05-26
3D Ken Burns Effect from a Single Image
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0.30
Semantic-aware NN
2019-09-12
Revealing the Dark Secrets of Masked Image Modeling
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0.304
SwinV2-B 1K-MIM
2022-05-26
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior
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0.356
P3Depth
2022-04-05
AdaBins: Depth Estimation using Adaptive Bins
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0.364
AdaBins
2020-11-28
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction
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0.365
TransDepth (AGD+ ViT)
2021-03-22
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
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0.407
BTS
2019-07-24
Enforcing geometric constraints of virtual normal for depth prediction
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0.416
VNL
2019-07-29
Deep Optics for Monocular Depth Estimation and 3D Object Detection
0.4325
Optimized, freeform
2019-04-18
Deep Optics for Monocular Depth Estimation and 3D Object Detection
0.433
Freeform
2019-04-18
Deep Ordinal Regression Network for Monocular Depth Estimation
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0.509
DORN
2018-06-06
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation
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0.586
MS-CRF
2017-04-07
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing
0.792
PAD-Net
2018-05-11
Focus on defocus: bridging the synthetic to real domain gap for depth estimation
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0.013
Defocus/DepthNet (Normalized)
2020-05-19
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
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8.61
A2J
2019-08-27