Convolutional-Neural-Network-From-Scratch

THIS PROGRAM IS STILL IN PROCESS

TO DO

• BACKPROPAGATION ON CONVOLUTIONAL LAYERS
• CLEAN THE CODE
• IMPROVE PERFORMANCE
• IMPLEMENT DROPOUT LAYERS

WHY (MOTIVATION)

I want to know how CNN works before use Tensorflow or another kind of library, so there is not a lot documentation of Machine learning for C#.

HOW TO USE

Just Download it and open as project

This program uses

1. Simple Linear Algebra for C#
2. FRUIT IMAGES DATASET

Where can i learn more

• On my Youtube channel (spanish) are a lot of information about Machine learning and Neural networks
• https://www.youtube.com/channel/UCS_iMeH0P0nsIDPvBaJckOw
• You can also look at the generalized Example of This
• https://github.com/HectorPulido/Vectorized-multilayer-neural-network
• Or The monolayer Example (Simpler)
• https://github.com/HectorPulido/Simple-vectorized-mono-layer-perceptron
• Or Look at a Non Vectorized multilayer perceptronExample
• https://github.com/HectorPulido/Multi-layer-perceptron

Patreon

Please consider Support on Patreon

• https://www.patreon.com/HectorPulido