Explaining backpropagation on the three layer NN in Python using numpy library.
Implementing Neural Networks for Computer Vision in Autonomous Vehicles and Robotics for Detection and Classification, Pattern Recognition, Control. From very beginning to complex project.
Full description is available on GitHub Pages here:
https://sichkar-valentyn.github.io/Backpropagation
https://sichkar-valentyn.github.io/Neural_Networks_for_Computer_Vision
Valentyn N Sichkar. Neural Networks for computer vision in autonomous vehicles and robotics // GitHub platform. DOI: 10.5281/zenodo.1317904