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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Nov 28, 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 Depth Pro DepthCrafter DPT FutureDepth GBDMF GenPercept GeoWizard LeReS LightedDepth Marigold Metric3D MiDaS MonST3R NeWCRFs NVDS NVDS+ PatchFusion StereoCrafter UniDepth ZoeDepth | Waiting list include: Align3R FiffDepth MegaSaM MoGe RollingDepth
machine-learning awesome computer-vision deep-learning video-processing depth stereo depth-maps vapoursynth 3d stereo-vision depth-estimation depth-map tensorrt depth-prediction monocular-depth single-image-depth-prediction monocular-depth-estimation depth-anything depth-pro
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Dec 7, 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(HotMobile 2024)
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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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