2020 Deep Learning Introduction with Python + Tensorflow/Keras
- First Deep Learning model with Mnist(tutorial 01): Practice building and training model
- CNN with Kaggle Cats and Dogs(tutorials 02~04): Learn various layers, normalizing, and tensorboard
- RNN introduction(tutorial 05): Dropout,
Following tutorials from: https://pythonprogramming.net/introduction-deep-learning-python-tensorflow-keras/
A. How to Install Tensorflow on Python
- Install Virtualenv >> pip3 install -U pip virtualenv
- Create venv Directory >> virtualenv --system-site-packages -p python3 ./venv
- Activate venv >> .venv\scripts\activate
- Install Tensorflow >> pip install --upgrade tensorflow
B. For tutorials_02, 03 download below
- Kaggle Cats and Dogs: https://www.microsoft.com/en-us/download/confirmation.aspx?id=54765
C. To view tensorboard, install tensorbard by pip seperately, then view log/
D. For tutorial_04 download cat.jpg and dog.jpg