Convolutional neural network(CNN) for devs

A project to teach Convolution Neural Network for devs

This project will help to teach some important concepts to understand how Convolution Neural Network works.

This project has one primary goal, to share insights and empower developers to leverage Deep learning applied to computer vision in their projects.

You can find more about the project here

Our journey will be:

CNN is an important part of computer vision. If you want to learn more about this fascinating topic you can check my related projects.

Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
.github		.github
assets		assets
.gitignore		.gitignore
README.md		README.md
a-images-and-numpy.ipynb		a-images-and-numpy.ipynb
b-image-convolution.ipynb		b-image-convolution.ipynb
b-vanilla-neural-network-from-scratch.ipynb		b-vanilla-neural-network-from-scratch.ipynb
c-torch-neural-network.ipynb		c-torch-neural-network.ipynb
e-cnn-with-torch.ipynb		e-cnn-with-torch.ipynb
ex-backpropagation.png		ex-backpropagation.png
f-image-interpolation.ipynb		f-image-interpolation.ipynb
g-image-similarity.ipynb		g-image-similarity.ipynb
h-generate-anime-with-GAN.ipynb		h-generate-anime-with-GAN.ipynb
i-multitask-model.ipynb		i-multitask-model.ipynb
img-test.png		img-test.png
mnist-sample.png		mnist-sample.png

apssouza22/cnn-for-devs