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Klasifikacija izgovorenih brojeva (cifara) #22

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Lule99 opened this issue May 24, 2021 · 1 comment
Open

Klasifikacija izgovorenih brojeva (cifara) #22

Lule99 opened this issue May 24, 2021 · 1 comment

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@Lule99
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Lule99 commented May 24, 2021

Članovi tima:

Luka Kureljušić, SW-23-2018, Grupa 2

Asistent:

Aleksandar Lukić

Problem koji se rešava:

Klasifikacija cifara 0-9 iz audio fajlova.

Algoritam:

Transformacija audio fajla u spektrogram, i dalja klasifikacija dobijene slike
konvolucionom neuronskom mrežom.

Dataset:

Za dataset koristiće se podskup iz "Tensorflow speech commands" koji sadrži samo cifre:
http://download.tensorflow.org/data/speech_commands_v0.01.tar.gz

Metrika za merenje performanse:

Procenat uspešnosti klasifikovanih slika u odnosu na test podatke.

Validacija rešenja:

Dataset će biti podeljen na trening (75%), validacioni(15%) i test (10%) skup.

Repozitorijum:

https://github.com/Lule99/DigitRecognition

@Lule99 Lule99 changed the title Prepoznavanje izgovorenih brojeva (cifara) Klasifikacija izgovorenih brojeva (cifara) May 24, 2021
@lukic-aleksandar
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Tema odobrena, ostavite link ka github repozitorijumu. Srećan rad.

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