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"
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Aug 23, 2024 - Python
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single-image-depth-prediction
Here are 16 public repositories matching this topic...
The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."
depth
3d-reconstruction
zero-shot
depth-map
monocular-depth
single-image-depth-prediction
monocular-depth-estimation
3d-scenes
zero-shot-transfer
metric-depth-estimation
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Aug 16, 2024 - Python
Official implementation of Adabins: Depth Estimation using adaptive bins
deep-learning
transformers
neural-networks
pretrained-models
depth-estimation
single-image-depth-prediction
monocular-depth-estimation
metric-depth-estimation
adaptive-bins
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May 29, 2022 - Python
Monocular Depth Prediction
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Mar 27, 2024 - Python
[ECCV 2020] Learning stereo from single images using monocular depth estimation networks
deep-learning
stereo
deeplearning
stereo-algorithms
stereo-matching
depth-estimation
monodepth
single-image-depth-prediction
monocular-depth-estimation
megadepth
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Jul 2, 2021 - Python
The code and data of DiverseDepth
dataset
depth-estimation
depth-prediction
single-image-depth-prediction
monocular-depth-estimation
generalization-on-diverse-scenes
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Jul 26, 2022 - Python
[ECCV 2024] Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions
depth-prediction
image-synthesis
monocular-depth
single-image-depth-prediction
monocular-depth-estimation
diffusion-models
image-generation-ai
conditional-diffusion
depth-esimation
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Sep 28, 2024
[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching
rectification
image-matching
depth-estimation
robotcar
feature-matching
local-features
single-image-depth-prediction
monocular-depth-estimation
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May 11, 2021
Depth Estimate GUI - Windows, Mac, Linux
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Mar 21, 2022 - C#
Rankings include: BetterDepth ChronoDepth Depth Any Video Depth Anything DepthCrafter DPT FutureDepth GBDMF GenPercept GeoWizard LeReS LightedDepth LFVRT Marigold Metric3D MiDaS NeWCRFs NVDS PatchFusion UniDepth ZoeDepth
machine-learning
computer-vision
deep-learning
video-processing
depth
stereo
depth-maps
vapoursynth
3d
stereo-vision
depth-estimation
depth-map
tensorrt
lightfield
depth-prediction
light-field
monocular-depth
single-image-depth-prediction
monocular-depth-estimation
depth-anything
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Oct 27, 2024
RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes, CVPR 2022
computer-vision
deep-learning
cnn
unsupervised-learning
depth-estimation
single-image-depth-prediction
cvpr2022
rm-depth
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Oct 4, 2023
Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)
computer-vision
adaptive-learning
unsupervised-learning
cvpr
3d-reconstruction
3d-vision
depth-prediction
self-supervised-learning
single-image-depth-prediction
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Jun 15, 2019 - Python
Official implementation of "LocalBins: Improving Depth Estimation by Learning Local Distributions"
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Jul 20, 2022 - Python
The official repository for Mobile AR Depth Estimation: Challenges & Prospects
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Oct 18, 2024 - Jupyter Notebook
Interactive monocular depth estimation in any browser
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Feb 23, 2021 - JavaScript
3D reconstruction from 2D single image
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May 16, 2021 - Python
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