SeanErn / FTC-TFoD-Easy

FTC/FRC TensorFlow Object Detection Training Toolbox

FTC TFoD Easy

Credits:

Credits to ssysm for creating the original framework

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Preface:

This framework is designed so teams are able to train fully fledged tensorflow models on local machines instead of using FIRST's ftcml in the cloud. This is only helpful if a member has a powerful enough pc with a GPU. Otherwise I recommend that you use ftcml instead. This program has been updated to make the user experience much better. With that said, it still will require at least some technical know-how as problems will arise.

Requirements:

• Python 3.7
• Ubuntu-based OS (Windows is not supported at this time. Other linux distros may work, but they need to be able to run the apt package manager)
• A GPU with CUDA support (Nvidia GPUs are recommended)
• Training and Validation videos

Installation:

1. Clone this repository

git clone https://github.com/SeanErn/FTC-TFoD-Easy.git

2. Enter the directory

cd FTC-TFoD-Easy

3. Install the required packages

./run.sh

And that's it! You're ready to start training your own models!

See the Quick start guide for full tutorials