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self-driving-cozmo's Introduction

Self driving winnie

Prerequisites

How to use

This section provides a quick start guide on to use this application.

Requirements

Make sure by running pip install -r requirements.txt that all the requirements are installed.

Create your model

  1. You can define your own model in create_model.py.
  2. You can then generate the model as a json file python3 create_model.py.

We are using NVIDIA model for self driving cars.

Record samples in order to train your model

By launching python3 record.py, you can control cozmo using a controler and record some image samples.

You can also modify record.py to change the controls.

Training

After recording, you can train your model using python3 train.py.

Autopilot

When training is done, you can let cozmo impress you by running python3 auto_driving.py.

Winnie

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