DSA Final Project

Ethnic Group Classification

A DSA final project to classifies the ethnic (race) of a person by the closeup image of the face.

Team Member

Team Name: PBK

Class DSA: B

Aldi Hilman Ramadhani - 1606895184 - @sangbijaksana

Bagas Irwansyah - 1606880730 - @bagasirwansyah

Benny William Pardede - 1606917550 - @ededrap

Ilham Darmawan Candra Purnama - 1606882351 - @ilhamdcp

Izzatul Muttaqin - 1606837915 - @IzzatulMuttaqin

Dataset

Dataset Collecting

• Web Scraping gambar menggunakan Hardikvasa/google-images-downloader. Kata kunci pencarian yang digunakan:
  • Black Man
  • Asian Man
  • White Man

Dataset Example

Dataset Label Explanation

File that being used for storing the label.

• file_name: The name of the file, including folder path

• ethnic: Manual ethnic [race] labelling

  • 0: African [Negroid]
  
  • 1: Asian (East Asia) [Mongoloid]
  
  • 2: European [Caucasoid]
  
  • 4: Undentifed/ Non of The Above/ Not a face