dl-projects

jabez128 deep learning projects

Dense Connected Net For MNIST

Brief

This Project show a simple Dense connected net for MNIST data set, the final evaluation rate is .

Framework used:

Keras Numpy

Running Platform:

MacBook Pro 2015 8G SSD

Code

CNN For MNIST

CNN For Dog vs Cat

Brief

This Project use a CNN to recongnize dog or cat, evaluation rate is not very impressive, but show some intuitive to Image Recongnition Methods.

All trainning data comes from Kaggle Dogs vs. Cats algorithm competition.

Framework used:

Keras Numpy

Running Platform

Code

CNN For Traffic Sign Detection

CNN For Behavior Cloning

Fast R CNN For MNIST

MASK CNN For MNIST