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VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem

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non-official PyTorch implementation of VINet[1]

(Whole project are still under construction.)

Installation

It's recommand to use docker image to run this project. Docker image installation guide

Training

Log into container

sudo docker exec -it vinet bash
cd /notebooks/vinet

Execute main.py by

python3 main.py

Note

Network detail structure

[1] Clark, Ronald, et al. "VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem." AAAI. 2017.

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  • Python 44.9%
  • Cuda 27.7%
  • C 15.2%
  • Jupyter Notebook 9.0%
  • C++ 2.5%
  • Shell 0.7%