DEV Community

Cover image for What the network “thinks” is the best image for the CNN model ?
Eran Feit
Eran Feit

Posted on

What the network “thinks” is the best image for the CNN model ?

Image description

What If we asked our deep neural network to draw it’s best image for a trained model ?
What it will draw ? What is the optimized image for each model category ?

We can discover that using the class maximization method on the Vgg16 model

If you are interested in learning modern Computer Vision course with deep dive with TensorFlow , Keras and Pytorch , you can find it here :
Perfect course for every computer vision enthusiastic

Oreily come up with this book . the best book for learning Deep learning based on Tensorflow-Keras. This is the link :

Watch this tutorial to learn how to maximize your model category and find the optimize image for your trained model :


Python #Cnn #TensorFlow #Deeplearning #AI #Whatdeepneuralnetworksee #computervision

Top comments (0)

Why You Need to Study Javascript Fundamentals

The harsh reality for JS Developers: If you don't study the fundamentals, you'll be just another “Coder”. Top learnings on how to get to the mid/senior level faster as a JavaScript developer by Dragos Nedelcu.