DeepLeague

by FarzaUnknown

DeepLeague

DeepLeague is the first algorithm and dataset (over 100,000 images) that combines computer vision, deep learning, and League of Legends to move LoL analytics to the next level by giving developers easy access to the data encoded in the pixels of the game. It specializes in predicting bounding boxes + labels for champions given just an image of the League of Legends mini map.

Dataset Attributes

Label SVG
TasksDetection
Label SVG
CategoriesVideo Games
Label SVG
SensorScreen Capture

Class Labels

LuluEzrealRengarOriannaKarmaNautilusSyndraGragasEliseAsheShenLeeSinGravesCaitlynMalzaharRumbleJhin KhazixRenektonThreshJayceVarusMaokaiTaliyahZyraSejuaniLucianTristanaJarvanIVVladimirNamiJannaTahmKenchAhriXayahCassiopeiaViktorRakanGalioCamillePoppyOlafRyzeKogMawRekSaiLeblancKledEkkoTalonFizzMorganaSivirTwitchChogathZiggsKennen