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CNNVO - Convolutional Neural Networks for Visual Odometry

This is a pytorch-based package for doing Visual Odometry by estimating frame-to-frame motion

Requirements

Python packages :

numpy, scipy, matplotlib, opencv, torch, skimage, glob

Kitti Dataset:

The Kitti dataset can be obtained from http: // www.cvlibs.net/datasets/kitti/eval_odometry.php. The package by default assumes that the path for the data is "../kitti_datasets".

Python and CUDA versions

The package is written for python2.7 and CUDA.

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Visual Odometry using Convolutional Neural Networks

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