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Music Instruments recognition

Description

It's a recognition tool, which will help you to find out - what musical instrument is in front of you (by the picture).

Available musical instruments for recognition

  • accordion
  • bagpipes
  • balalaika
  • bassoon
  • domra
  • violin

How it looks like

Main page

main

Result page

result

How to run

  • Install python:
    make install_python_repo
    make install_python
  • Create/update virtual environment with all necessary libraries by command:
    make venv_init
  • Activate the virtual environment by command:
    source venv/bin/activate
  • Run server by command:
    make runserver

How to recognize a musical instrument by a picture

  • Download from a local storage

    local

  • Using url

    url

Tensorflow graph (architecture: mobilenet_0.50_224)

graph