spl3 Computer Vision Project

spl3detection

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Classes (90)
!
-
1
2
3
E
I
O
P
T
U
W
]
a-
alive
area_object
asari_object
ba
ba-
chi-
chuu
da
dai
dead
do
do-
e-
enemy_gears
fixed_count
fuse
ga
ga-
gu-
ho
ho-
hoko_canmon
i
ika_player
ka-
kaku
ke
kill_log
ko
ko-
lead
map_enemy_info
map_info
map_player_dead
map_player_position
message
mina
mo
mo-
moving_count
n-
ni
o
object
other_player
ou
pa
penalty
player
pu-
ra-
re
ri-
ru
sa
shi
special
special_state
su-
su-]
ta
timer
to-
totsu
tou
tsu
tsu-
tyaku
u
u-
ushina
wa
wo
wo]
ya-
yagura_kanmon

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Description

Here are a few use cases for this project:

  1. Video Game Analysis: The model can be used to analyze gameplay and provide real-time insights about the current game state, such as determining player positions, object availability and player or enemy state (alive or dead).

  2. Player Behavior Study: Researchers can use the "spl3" model to study player behavior in games, specially in multiplayer scenarios. The classes such as player, other player, map_player_position, kill_log can provide valuable insights into the player's strategies and actions.

  3. Game Development and Testing: Game developers could use this model to monitor and test the in-game elements and their interactions. Understanding how different elements like objects, yagura_kanmon, special_states, timers etc. interact with player could assist in the balancing and debugging process.

  4. AI Player Training: This model could be beneficial for training AI models to play video games. Specified classes could signify different actions, objects, and states inside the game, which the AI model could learn from in order to improve performance.

  5. Gaming Content Creation: This model could be used by content creators to automatically create highlights from their gameplay streams. Classifications like kill_log, map_enemy_info, and player actions could be used to identify exciting or important moments to include in the highlight reel.

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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{
                            spl3-p3own_dataset,
                            title = { spl3 Dataset },
                            type = { Open Source Dataset },
                            author = { spl3detection },
                            howpublished = { \url{ https://universe.roboflow.com/spl3detection/spl3-p3own } },
                            url = { https://universe.roboflow.com/spl3detection/spl3-p3own },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-11-17 },
                            }
                        
                    

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