This is a dataset of 10 very famous video games in the world.

These include

• Among Us
• Apex Legends
• Fortnite
• Forza Horizon
• Free Fire
• Genshin Impact
• God of War
• Minecraft
• Roblox
• Terraria

There are 1000 images per class and all are sized 640 x 360. They are in the .png format.

ThisDataset was made by saving frames every few seconds from famous gameplay videos on Youtube

AI Fortnite Aimassist

## Overview

AI Fortnite Aimassist is a dataset for object detection tasks - it contains Game Characters annotations for 457 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

(1) Introduction

In this work, we want to collect network telemetry data related to Cloud Gaming applications. The objective is that the data collected can be analyzed, compared and useful to create solutions to improve the QoE of this type of service.

(2) Content

This dataset currently contain network telemetry data related to 3 different games played with the Xbox Cloud Gaming service. The games are: - Fortnite (Zero Build game mode) - Forza Horizon 5 - Mortal Kombat 11 (Offline mode)

For each game, many experiments of 15 minutes of gameplay were done, with 1 or 2 players connected. It was collected Packet Captures (PCAP).

Dataset is divided by type of connection (5G and wired), by games, and by number of players (1 or 2).

(3) Methodology

Games were played using laptops with Chrome browser. To collect the data, it was used a Raspberry Pi with P4Pi platform installed on it. P4Pi system is a Linux like, and can run tshark, so we used it to collect PCAPs in every experiment. Experiments were made using two different connections: 5G and wired. Data was collected on Centro Universitário Facens (for 5G connection) and Federal University of São Carlos - Sorocaba campus (for wired connection). In the following figure is represented our setup.

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F18694461%2Fcc611fa6106a88e1640042b279ed5e04%2FUntitled%20presentation.png?generation=1711490000766201&alt=media" alt="">

(4) Data catalog

Experiement	Game	Connection	Number of Players
Ex35	Fortnite	5G	1 Player
Ex39	Fortnite	5G	2 Players
Ex37	Forza Horizon 5	5G	1 Player
Ex40	Forza Horizon 5	5G	2 Players
Ex38	Mortal Kombat 11	5G	1 Player
Ex7	Fortnite	Wired	1 Player
Ex19	Fortnite	Wired	1 Player
Ex20	Fortnite	Wired	1 Player
Ex21	Fortnite	Wired	2 Players
Ex22	Fortnite	Wired	2 Players
Ex23	Fortnite	Wired	2 Players
Ex8	Forza Horizon 5	Wired	1 Player
Ex10	Forza Horizon 5	Wired	1 Player
Ex11	Forza Horizon 5	Wired	1 Player
Ex29	Forza Horizon 5	Wired	1 Player
Ex15	Forza Horizon 5	Wired	2 Players
Ex16	Forza Horizon 5	Wired	2 Players
Ex17	Forza Horizon 5	Wired	2 Players
Ex12	Mortal Kombat 11	Wired	1 Player
Ex13	Mortal Kombat 11	Wired	1 Player
Ex14	Mortal Kombat 11	Wired	1 Player
Ex24	Mortal Kombat 11	Wired	1 Player
Ex25	Mortal Kombat 11	Wired	1 Player
Ex30	Mortal Kombat 11	Wired	1 Player
Ex32	Mortal Kombat 11	Wired	2 Players
Ex33	Mortal Kombat 11	Wired	2 Players
Ex34	Mortal Kombat 11	Wired	2 Players