IMageUnderstandingUsingDeepLeearningIDC2019

This is a repository that follow an IDC course H.W in Deep Learning

Resources I got help from (:

1 - repo

Online Courses

Andrew Ng - Stanford CS229

Stanford CS229 Stanford CS229

Convolutional Neural Networks for Visual Recognition

Stanford CS231n

Understanding Epochs/Batch Size/ Iterations

1 2

HW Examples from online

1 2 3 4 5

6

7

Numpy Helper

a = np.array([[1,2],[3,4]])
b = np.array([[11,12],[13,14]])
np.dot(a,b) # `a` and `b` must be with the same dimensions
Will Produce:
[[37  40]
 [85  92]]

Calc:
[[1*11+2*13, 1*12+2*14],[3*11+4*13, 3*12+4*14]]