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Orc Brain: Replay Aka Tool

Drop your Replay here

This tool uses our Aka Database and a Neural Network to determine the Akas in a Warcraft 3 Replay. The tool does two things:

1. If we have an aka for a player saved in our database, it will be displayed below his name. We store more than a thousand akas.

2. It will analyze the player's actions and key bindings and classifies if they seem similar to well-known players.

How does the analysis work? The algorithm is using a Neural Network that I've trained on thousands of replays. A Neural Network is kind of like a human brain. But mine is quite simple, so it's more like an Orc brain. It achieves an accuracy of about 95%. The analysis performs very well for known players and not so well for lesser known players or weird replays (e.g. players who leave early or don't do anything).

The network is trained to recognize (other players will be 'unknown' if predicted correctly)

120
14sui
2964
4uvakcool
AGe
AM6AJI
ANGRY_KOREA_MAN
Abver
Achtung
Aeb
Ag3nt
Agatha
Airenikus
Ajk
AleX
AlexKuznec
Alf
Alone
Ana-ka
Angrydota
Anima
AntiMonitor
Anxi
Apm87
AppCompat
Aries Rose
Arma
Aruna
Aserinox
AtheistP
Aventador
Bankasurace
Believe
Bike
Biko
Bizzare
BlOoDy
Blade
Bob
Boka
BounD
Brok
CR
CXQ
CaSpeND
Calypso
Carefree
Cash
Casper
Cechi
Cement
Ceron
Chaemiko
Check
CheerOn
Colorful
ComixZone
Commutation
CoolXian
CoopeR
CorNoX
Corsair
CranKy_SnaiL
Crrpt
CrunCher
Curiocity
DArk
DRAGON
DV
DaNii
DanGer
Danda
DarKen
DeNNiS
Deathnote
Def
Deuce
Divine
Dj3ki
Dolorian
Donny
DowaQ
DreAm
EBlue
Edgar04
Edo
EfFeCt
EfpAT
EleGaNt
EloHim
Ember
EnChant
EnTe
Ena1337
Endarspire
Energize
Everlastiez
Eye-Servant
FK.
FP
FQQ
Fabi
Fast
FeRfe
Feartheg0lem
Fenix
Fhra
FiR
Flonid
Flopoks
Flow
Fly100%
FoCuS
Fog
Foggy
FpXy
FranCesc
Franzyzz
Free
Frosti
Frozen
Gatzu
Ghost OL
GodFather
Gonz
GraveDigger
Grubby
GuL1
GueSs
GunEgg
HLA
Hainiu
Happy
Havoline
HawK
Heke
Hitman
HollowLife
HuG
Hunter
Hunter_II
HurricaneBo
Hyz
INHELL
Ic3
Ice orc
Ikbencool
Ikor
Imperius
Infi
Iw3T.DarK
JadeDark
JohnnyCage
JokeRn
Jon
KHV.WannotDie
KKapstone
KemPeR
KiRa (French player)
KimChoonSam
KnOfF
KnoPa
Kol9ni4
KroLu
Lado
LawLiet
LeMei
LeX
Leader
Lee22
Life
LiiLD.C
LilZen
Lin Guagua
Load
LongWalk
Looym
Lubber
Lucifer
Luna
Lyn
MOES
MaDFroG
MaPuHaMaKCuMoBa
Mackay
Mango
Maru
Masaa
Melancholy
Melody
Messi
MezzoMix
MicroAway
Microne
MixTape
Moon
Moon (Bulgarian player)
Moonwells
Mosura
Mudrost
Muffy
MuscleMike
Music
N4p0muk
Needtorelax
Neksy
Neytpoh
Nick
Nicker
NightEnD
No-profi
NoV
NoeXxX
Norukill
Notron
OC
OT100u
OnEMoReTrY
OrcWorker
Ox
PSILoveYou
Pain
Paladyn
Passion
Pcg 123
PhilBoT
Pingge
Pingvin
Please
PodAnd
PraDo
Pride
PriesT
PteN
Puppet
RaVeN
RaZZoRMaN
Rain
ReMinD
Rellik
RemosMutter
ReprisaL
ReseT
Revolta
Rexkon
Rigety
RiplEy
Robin
Robinson
Roll
Romantic
Ruben
Rudan
Rvs
S.o.K.o.L
Safe
Satiini
Saturn
SaysO
SePhI
Seda
ShaDai
ShaMi
ShadQwsong
Sheik
Shocker
Shocker (German player)
Shorty
Sini
Sixb0nes
Skutt
Skuyt
SkyRocky
Slega Tharkas
SlovakiaGuy
Sly
Sniq
So.in
Sok
Sonik
Sooo Unreal
SoulEater
Spaten
Spiral
Star21
Starbuck
Starshaped
Still
Stillownya
Stink3r
Stucell
Style
SuperBT
Sw Sustainer
SworD
SwordPuppy
SyDe
TGW
TH000
Tapejara
Tbc bm
TeD
TeRRoR
TekRicket
TheMaSk
ThomasG
ThorZaIN
Three
TitaN
ToD
ToRReN
ToX
TomToast
Vila
VolanD
VortiX
WFZ
WTii
WaN
Walter
WarchiefRich
Weena
WhO
WhatCanUDDo
Whisperwind
WhyDK
WoLv
Wreckingball
X3-DemoN
XeLSinG
XiaoKK
XiaoKai
XiaoLin
Xinxin
XlorD
Xun
YAwS
YaGami
Yan51
Yange
Yo
Yumiko
Zampa
Zbychu
Ze1Ko
Zhou Xixi
ZhouSi
Zihaitun
aarnikratti
dArk
doj
ez.
heartik
htrt
iNSUPERABLE
kayo
mollyandlucy
oT100u
sevazhu
tank
trickSy
unknown
卡号
啊森
婧哈哈
无道oc
江都人
萌牛酋长萌
赵凹凸
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