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CNNGeometric Re-implementation using TensorFlow

Python 10.69% Jupyter Notebook 89.31%
tensorflow deeplearning deep-learning machine-learning machinelearning image-matching correspondence

cnngeometric_tensorflow's Introduction

CNNGeometric Re-implementation using TensorFlow




This is the re-implementation of the paper:

I. Rocco, R. Arandjelović and J. Sivic. Convolutional neural network architecture for geometric matching. CVPR 2017
[website][arXiv]

using Tensorflow
[for MatConvNet implementation click here]
[for Pytorch implementation click here]

TODO

  • Implement 'demo_notebook.ipynb'
  • Implement 'demo.py'
  • Implement TPS
  • Implement 'eval_pf.py'

References

[1] I. Rocco, et al. "Convolutional Neural Network Architecture for Geometric Matching." in CVPR 2017

[2] https://github.com/ignacio-rocco/cnngeometric_pytorch

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