youngsikshin / cnn_depth_tensorflow

depth estimation using tensorflow

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

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

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