[ICCV 2019] Monocular depth estimation from a single image
Monocular Depth Estimation Toolbox based on MMSegmentation.
TRI-ML Monocular Depth Estimation Repository
High Quality Monocular Depth Estimation via Transfer Learning
翻译 - 通过转移学习进行高质量单眼深度估计
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"
翻译 - “ Ranftl等人，迈向稳健的单眼深度估计：用于零脉冲跨数据集传输的混合数据集，TPAMI 2020”中描述的用于鲁棒的单眼深度估计的代码
[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Universal Monocular Metric Depth Estimation
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals
DEPRECATED: Depth Map Estimation from Monocular Images
[CVPR 2021] Monocular depth estimation using wavelets for efficiency
ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"
SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/
A Monocular depth-estimation for in-the-wild AutoFocus application.
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
CVPR 2020 - On the uncertainty of self-supervised monocular depth estimation
[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''
[ECCV 2020] Learning stereo from single images using monocular depth estimation networks