项目作者： yihui-he
项目描述 ：
Depth estimation with neural network, and learning on RGBD images
高级语言： HTML
项目地址: git://github.com/yihui-he/Estimated-Depth-Map-Helps-Image-Classification.git
Estimated Depth Map Helps Image Classification
GitHub - yihui-he/Estimated-Depth-Map-Helps-Image-Classification: Depth estimation with neural network, and learning on RGBD images
Estimated Depth Map Helps Image Classification
if you find our work helpful in your research, please consider citing:
@article{estimated2017he, title={Estimated Depth Map Helps Image Classification}, author={He, Yihui}, journal={arXiv preprint arXiv:1709.07077}, year={2017}}
how to test
- you can run tryhere.ipynb to test performance on RGBD and RGB images.
- you can do depth estimation in train/ folder
Approach
- train a mapping map RGB to depth
- convert cifar10 to images
- convert RGBD to cifar10 format
- train neural network on RGBD dataset
download
dcnf-fcspRGBD CIFAR-10
External Links
all dataset descriptionsa good one
