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Final project from Engineering Data Science (TF-4063) Course. Can recognize several building on Institut Teknologi Bandung.

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mfarrelm/building-recognition

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building-recognition

Final project from Engineering Data Science (TF-4063) Course. Can recognize several building on Institut Teknologi Bandung. Trained with transfer learning using MobileNetV2. Get F1-Score : 77.83

Requirements to use this program


  • Python 2 or 3
  • Tensorflow and Keras
  • OpenCV

To predict an image, run :

$ python3 predict.py image.jpg

List building :

['Aula_Barat', 'Aula_Timur', 'CC_Barat', 'CC_Timur', 'Labtek_V', 'Labtek_VI', 'Labtek_VII', 'Labtek_VIII', 'Oktagon', 'PAU', 'Perpustakaan', 'TVST']

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Final project from Engineering Data Science (TF-4063) Course. Can recognize several building on Institut Teknologi Bandung.

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