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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)

0.0
120
14sui
2964
4uvakcool
AM6AJI
Achtung
Acx
Aeb
Ag3nt
Agatha
Ajk
AleX
AlexKuznec
Alf
Alone
Angrydota
Anima
Anxi
Apm87
AppCompat
AriesRose
Arma
AtheistP
Aventador
Believe
Bike
Biko
Bizzare
Blade
Bob
Boka
BounD
Brok
CR
CXQ
CaSpeND
Calypso
Carefree
Cash
Casper
Cechi
Ceron
Chaemiko
Check
CheerOn
Colorful
ComixZone
Commutation
CoolXian
CoopeR
CorNoX
Corsair
Crrpt
DRAGON
DV
DanGer
Danda
DarKen
DeNNiS
Deathnote
Def
Deuce
Dj3ki
Dolorian
DreAm
EBlue
Edgar04
Edo
EfFeCt
EfpAT
EleGaNt
Ember
EnChant
EnTe
Ena1337
Energize
Everlastiez
Eye-Servant
FK.
FP
Fast
FeRfe
Fenix
Flonid
Flopoks
Fly100%
FoCuS
Fog
Foggy
FpXy
Franzyzz
Free
FroZeN (Russian player)
Frosti
Frozen
Fury (Korean player)
Ghost OL
GodFather
GraveDigger
Grubby
GuL1
GueSs
GunEgg
HLA
Hainiu
Happy
Havoline
HawK
Heke
HollowLife
HuG
Hunter
HurricaneBo
Hyz
Ic3
Ice orc
Ikbencool
Ikor
Imperius
Infi
ItzAlex
JadeDark
JohnnyCage
JokeRn
Jon
JonnySSR
KHV.WannotDie
KKapstone
KemPeR
KnOfF
Kol9ni4
KroLu
KurCo
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
MicroAway
Microne
Moon
Moon (Bulgarian player)
Mudrost
MuscleMike
Music
N4p0muk
Needtorelax
Neksy
Neytpoh
Nick
Nicker
NightEnD
No-profi
Norukill
Notron
OC
OnEMoReTrY
OrcWorker
Ox
PSILoveYou
Pain
Passion
Pcg 123
Pingge
Pingvin
Please
PodAnd
PraDo
PriesT
PteN
Puppet
RaVeN
RaZZoRMaN
Rain
ReMinD
Rellik
RemosMutter
ReprisaL
Robin
Roll
Romantic
Rudan
Rvs
S.o.K.o.L
Safe
Satiini
Saturn
Seda
ShaDai
ShaMi
Sheik
Shocker
Shocker (German player)
Sini
Skutt
Skuyt
SkyRocky
Slega Tharkas
Sly
Sniq
So.in
Sok
Sonik
Sooo Unreal
Spaten
Spiral
Star21
Starshaped
Still
Stink3r
Stucell
SuperBT
Sw Sustainer
SworD
SwordPuppy
SyDe
TGW
TH000
Tapejara
Tbc bm
TeD
TekRicket
TheMaSk
ThomasG
ThorZaIN
Three
TitaN
ToD
ToRReN
ToX
Vanerk
Vila
VolanD
WCGRider
WFZ
WaN
Walter
WarchiefRich
Weena
WhO
WhatCanUDDo
WhyDK
WoLv
Wreckingball
X3-DemoN
XeLSinG
XiaoKK
XiaoKai
XiaoLin
Xinxin
XlorD
Xun
YAwS
YaGami
Yan51
Yange
Yo
Yumiko
Zampa
Ze1Ko
Zhou Xixi
Zihaitun
ez.
heartik
htrt
iNSUPERABLE
kayo
mollyandlucy
musik
oT100u
tank
trickSy
啊森
婧哈哈
无道oc
江都人
萌牛酋长萌
蛤蟆
赵凹凸
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