Top 12 monocular-depth-estimation open source projects

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

Deep learning model to estimate the depth of image.

FisheyeDistanceNet

Unofficial Faster PyTorch implementation of Convolutional Spatial Propagation Network

The code and data of DiverseDepth

Task-Aware Monocular Depth Estimation for 3D Object Detection, AAAI2020

official implementation of "Visualization of Convolutional Neural Networks for Monocular Depth Estimation"

Official PyTorch implementation of MonoDEVSNet - "Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision."

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Code for "Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation"