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Object-Classification-using-Pre-Trained-Models

Definition

This project is object classification using pre-trained model. Two well-known models are used NasNetLarge and Xception.

Description

The code begins by resizing the images to size that fit the model(NasNetLarge or Xception) then the image is pre-processed and then the model classifies the image. if the probability of classification exceeds a certain threshold then the results of the model will be reported otherwise the model failed to classify the image.

Dependencies

install this libraries:

  • numpy
  • keras
  • opencv
  • glob
  • tensorflow

This project based on Keras documentation found in this link

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