Little cats show as dog in the model

Course Q&A TensorFlow Developer Professional Convolutional Neural Networks in TensorFlow
1

Little cats show as dog in the model :joy:

C2_W1_Lab_1_cats_vs_dogs.ipynb - Colaboratory (google.com)
Insert in training model this the 3 nice cats:

  1. https://w8x8f6n3.stackpathcdn.com/wp-content/uploads/2016/08/maxresdefault-1.jpg
  2. https://www.zooplus.it/magazine/wp-content/uploads/2020/05/1-4.jpg
  3. https://www.zooplus.it/magazine/wp-content/uploads/2020/10/1-37-768x512.jpg
2

Not that bad… :slight_smile:

Saving 1-4.jpeg to 1-4.jpeg
Saving 1-37-768x512.jpeg to 1-37-768x512.jpeg
Saving maxresdefault-1.jpeg to maxresdefault-1.jpeg
[0.]
1-4.jpeg is a cat
[1.]
1-37-768x512.jpeg is a dog
[0.]
maxresdefault-1.jpeg is a cat

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3

I have had the similar response from the code. But, fundamentally, I sense maxpooling stage, where the pixel axis reduction might be the source directing to such scenario. In case of Horse case study, attributes were sharp and is not the same for Cat and Dog case.

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