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FUBAR Labs Autonomous Racing Vehicles

Autonmous Vehicle Project at Fubar Labs for the Autonomous Powerwheels Racing compeition.

  • Autonmous Powerwheels Racing event will be Makerfaire NYC 2017
  • Autonmous Vehicle Competition via Sparkfun at Denver Makerfaire 2017

More documentation at the wiki

Autonomous Project Documenatation

Code details

Simple model in basic_model.py. Currently linear with mean squared error loss (summed over outputs?)

Inputs

  • Webcam image
  • Current Accel
  • Current Speed

Future Inputs

  • Current Distance from rangefinder
  • Current Steering wheel angle

Outputs

  • Steering Wheel angle
  • Maybe speed?

Data sources

Notes

Driving model is in current_model.py. Weights are on Google Drive. Line 74 of the model will have to be changed to reflect the true location/name of the weights file.

#Python Libraries
import os
import math
import numpy as np
import h5py
import glob
import scipy
import scipy.misc
import random

import argparse

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Powerwheels Racing Autonomous Vehicle Model

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