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Artificial Intelligence and 2 APIs - schuler - Nov-15-2019
Hello ,After a couple of years of coding, I ended having a neural network API coded in Object Pascal. Then, I realized that it would be good to compare it against python implementations. After some time, I noticed that some portions of my python code were repeating and then decided to code a Keras based python API: K-CAI NEURAL API.
As I needed python for coding image classification experiments, I ended coding an API that allows developers to super quickly try their neural networks on common image classification data sets:
* CIFAR-10 and CIFAR-100: https://www.cs.toronto.edu/~kriz/cifar.html .
* MNIST: http://yann.lecun.com/exdb/mnist/ .
* FASHION MNIST: https://github.com/zalandoresearch/fashion-mnist .
This is a google colab example:
https://colab.research.google.com/github/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/simple_image_classification_with_any_dataset.ipynb
K-CAI NEURAL API is a work in progress.
Wish everyone happy coding.