splatoon3 Computer Vision Project

spl3

Updated 2 years ago

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Classes (28)
0
1
2
3
4
alive
asari
dead
enemy_gears
fixed_count
hoko
hoko_canmon
kill_log
lead
map_enemy_info
map_info
map_player_dead
map_player_position
message
moving_count
nawabari
object
other_player
penalty
player
special
special_counter
yagura

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Description

Here are a few use cases for this project:

  1. Gaming Strategy Development: The "splatoon3" computer vision model can be used by gamers or game developers to analyze game-play, identify patterns, and develop sophisticated strategies based on the object classes identified (like map_info, map_player_position, kill_log, map_enemy_info, etc).

  2. E-sports Analytics: E-sports event organizers and teams can utilize this model to analyze matches and player's strategy in Splatoon 3. They can follow real-time objects and events (such as alive or dead players, player positions, kills etc.) in the game to offer in-depth analytics to the spectators.

  3. Game Tutorial Creation: With the capability of recognizing various game aspects, this model could be instrumental in creating detailed game tutorials, walkthroughs, and strategy guides for Splatoon 3. This can help players in understanding how to respond to various in-game events and situations.

  4. Automated Game Summaries: Using this model, a software could automatically generate summaries of Splatoon 3 matches by tracking important events (like kills, penalties, player and enemy information etc.) This could be particularly useful for game-streaming platforms or online game forums.

  5. AI Bot Training: Game developers could use this model for training AI bots for Splatoon 3. By understanding different game elements, these bots can mimic or even devise unique game-play strategies, offering an enhanced single-player experience or assisting in player training.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            splatoon3-prx0u_dataset,
                            title = { splatoon3 Dataset },
                            type = { Open Source Dataset },
                            author = { spl3 },
                            howpublished = { \url{ https://universe.roboflow.com/spl3/splatoon3-prx0u } },
                            url = { https://universe.roboflow.com/spl3/splatoon3-prx0u },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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