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Gerhard's Projects

dlfs_code icon dlfs_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

numpy-cnn icon numpy-cnn

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

objectdetection_test_1 icon objectdetection_test_1

In this project, we design and develop a deep neural network without using read-to-use libraries. Here, we create all required parts (random initialization, forward propagation, backward propagation, variable updates, ...) from scratch with using only numpy. Then, we apply our model to a dataset to recognize a cat in a given image.

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