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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A deep neural network that learns to drive in video games
| Date | Stars |
|---|---|
| 2026-07-24 | 776 |
| 2026-07-25 | 776 |
| 2026-07-28 | 776 |
| 2026-07-30 | 776 |
| 2026-07-31 | 776 |
| 2026-08-04 | 776 |
| 2026-08-05 | 775 |
| 2026-08-06 | 775 |
Today
— stars today
This week
-1 stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<p align="center">
<br>
<img src="github_images/TEDD1104.svg" width="900"/>
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<a href="https://twitter.com/intent/tweet?text=Wow:&url=https%3A%2F%2Fgithub.com%2Fikergarcia1996%2FSelf-Driving-Car-in-Video-Games"><img alt="Twitter" src="https://img.shields.io/twitter/url?style=social&url=https%3A%2F%2Fgithub.com%2Fikergarcia1996%2FSelf-Driving-Car-in-Video-Games"></a>
<a href="https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/blob/master/LICENSE"><img alt="GitHub license" src="https://img.shields.io/github/license/ikergarcia1996/Self-Driving-Car-in-Video-Games"></a>
<a href="https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/ikergarcia1996/Self-Driving-Car-in-Video-Games?color=yellow"></a>
<a href="https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/network"><img alt="GitHub forks" src="https://img.shields.io/github/forks/ikergarcia1996/Self-Driving-Car-in-Video-Games"></a>
<a href="https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/releases"><img alt="GitHub release" src="https://img.shields.io/badge/Release-5.1.0-green"></a>
<a href="https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/releases"><img alt="Pretrained Models" src="https://img.shields.io/badge/Pretrained Models-Available-green"></a>
<a href="https://ikergarcia1996.github.io/Iker-Garcia-Ferrero/"><img alt="Author" src="https://img.shields.io/badge/Author-Iker García Ferrero-ff69b4"></a>
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</p>
A supervised deep neural network that learns how to drive in video games. The main objective of this project is to
achieve a model that can drive in Grand Theft Auto V. Given a waypoint, the model is expected to reach the destination as
fast as possible avoiding other cars, humans and obstacles.
The model is trained using human labelled data. We record the game and key inputs of humans while they play the game, this data
is used to train the model.
While we focus on self-driving cars and the video game Grand Theft Auto V this model can be adapted to play any existing
video game.
<table>
<tr>
<td> <img src="github_images/demo.gif" alt="gotta go fast!"/> </td>
<td> <img src="github_images/demo2.gif" alt="gotta go fast2!"/> </td>
</tr>
</table>
# Pretrained T.E.D.D. 1104 models
We provide pretrained T.E.D.D. 1104 models that you can use for real-time inference :)
The models are trained using 130 GB of human labelled data.
The model has been trained in first-person-view with a route to follow in the minimap.
The model has learned to drive a large variety of vehicles in different weather conditions (Sun, night, sunny, rain...).
For each model we provide the best and the last epoch.
See [Software and HOW-TO Section](https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games#software-and-how-to) for instructions on how run the models.
### T.E.D.D. 1104 XXL: 138M Parameters.
Download link: [See the Releases Tab](https://github.com/ikergarcia1996/Self-Driving-Car-in-Video-Games/releases)
Accuracy in the test datasets:
| | Time | Weather | Micro-Acc K@1 | Micro-Acc k@3 | Macro-Acc K@1 |
|---------|:------------------------------:|:----------:|:-------------:|:-------------:|:-------------:|
| City | :sun_with_face: | :sunny: | 53.2 | 84.4 | 46.2 |
| City | :sun_with_face: | :umbrella: | 51.4 | 83.4 | 46.3 |
| City | :first_quarter_moon_with_face: | :sunny: | 54.3 | 85.6 | 46.3 |
| City | :first_quarter_moon_with_face: | :umbrella: | 47.3 | 82.3 | 49.9 |
| Highway | :sun_with_face: | :sunny: | 72.7 | 97.7 | 40.6 |
| Highway | :sun_with_face: | :umbrellExcerpt of 16,322 characters
Read on GitHub
Iker García-Ferrero · Multiverse Computing
342
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:a2361bd6bfc78455, topic:deep-learning, topic:neural-network, topic:pytorch
matched fp:a2361bd6bfc78455, topic:autonomous-driving, topic:self-driving-car, name:self-driving