/cnn_depth_tensorflow

depth estimation using tensorflow

Primary LanguagePython

cnn_depth_tensorflow

cnn_depth_tensorflow is an implementation of depth estimation using tensorflow.

Original paper is "Depth Map Prediction from a Single Image using a Multi-Scale Deep Network". https://arxiv.org/abs/1406.2283

network

requierments

  • TensorFlow 0.10+
  • Numpy

How to train

  • Download training data. Please see readme.md in data directory.
  • Convert mat to png images.
python prepare_data.py
  • Lets's train.
python task.py
  • You can see predicting images through training in data directory.

example

  • input

- output

Copyright (c) 2016 Masahiro Imai Released under the MIT license