OmarSayedMostafa / Scenes-Classification-transfer-learning

transfer learning from places-365-vgg16 CNN

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Scenes-Classification-transfer-learning

transfer learning from places-365-vgg16 CNN trained on MIT Places 2 Dataset on 365 scene class to smaller amount of scene classes or custom scene classes.

  • trained on 10 classes 1- airport_inside 2- operating_room 3- bakery 4- poolinside 5- bedroom 6- restaurant 7- greenhouse 8- toystore 9- gym 10- kitchen

  • install requirement using pip3

$ pip3 install -r requirment.txt
  • SceneClassification.ipynb jupyter notebook which contains full instruction and details rquired to understand what's going on.

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transfer learning from places-365-vgg16 CNN


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Language:Jupyter Notebook 81.7%Language:Python 18.3%