Monocular depth estimation

Train DNN with massive pairs of image + depth map. There are many open codes, but a few codes share the weights (~ training with GPU is not necessary).

One example is
I. Alhashim and P. Wonka, “High Quality Monocular Depth Estimation via Transfer Learning,” arXiv:1812.11941


See “Demos”
( is good example)

> git clone

> wget -O ./DenseDepth/nyu.h5

> python –input input/*.bmp


(My experience:)

For Anaconda:

> conda install keras

> conda install tensorflow

> conda install scikit-image

Add code on (to solve OpenMP error #15):

import os

os.environ[‘KMP_DUPLICATE_LIB_OK’] = ‘TRUE’