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Depth estimation with neural network, and learning on RGBD images

Jupyter Notebook 1.01% Python 1.07% TeX 3.13% MATLAB 6.38% Makefile 0.70% HTML 70.78% C++ 0.55% Cuda 0.80% C 14.11% Shell 0.16% Protocol Buffer 0.32% CSS 0.64% Clean 0.07% Roff 0.11% Objective-C 0.18%

depth-estimation-with-neural-network's Introduction

learning-depth-from-single-image-using-neural-network

how to test

  1. you can run tryhere.ipynb to test performance on RGBD and RGB images.
  2. you can do depth estimation in train/ folder

fig

steps

  1. train a mapping map RGB to depth
  2. convert cifar10 to images
  3. convert RGBD to cifar10 format
  4. train neural network on RGBD dataset

report

  • 5 pages
  • motivation
  • contribution

datasets

all dataset descriptions
a good one

download

https://bitbucket.org/fayao/dcnf-fcsp
RGBD CIFAR10

depth-estimation-with-neural-network's People

Contributors

netzo92 avatar

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