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Replicating Convolutional Neural Network-based Place Recognition for STAT946

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DeepSLAM

Replicating Convolutional Neural Network-based Place Recognition for STAT946.

The dataset is the Eynsham dataset from the Oxford Mobile Robotics group. It can be found on Zenodo.

All the .h5 files were personal results created from Caffe outputs. They're probably horribly outdated. Ideally, I should upload an example file, but first I have to clean up the code...

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Replicating Convolutional Neural Network-based Place Recognition for STAT946

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  • Python 84.3%
  • MATLAB 15.7%