Wednesday, February 19, 2020

Ship classification (CNN)


Ship classification (CNN)

1.     Computer Vision Hackathon on Analytics Vidhya in which we were supposed to classify different images of ships into 5 classes – (Cargo, Military, Carrier, Cruise, Tanker)
2.     Most of the images captured from very long distance. So high chance of noise in image.
3.     Used pre-trained model ‘SENet154’ to train. Un feezed some of the model parameters also and tuned.

 

      GitHub:


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