Tensorflow is MAgic

Ramon Raya

rraya@nearsoft.com

First lets get ready

- You'll need Docker:

for mac:

https://docs.docker.com/docker-for-mac/install/

for Windows:

https://store.docker.com/editions/community/docker-ce-desktop-windows

for Ubuntu:

https://www.docker.com/docker-ubuntu

First lets get ready

docker run -it \
  --publish 6006:6006 \
  --volume ${HOME}/tf_files:/tf_files \
  --workdir /tf_files \
  tensorflow/tensorflow:1.1.0 bash

curl -O https://raw.githubusercontent.com/tensorflow/tensorflow/r1.1/tensorflow/examples/image_retraining/retrain.py

tensorboard --logdir training_summaries &


python retrain.py \
  --bottleneck_dir=bottlenecks \
  --how_many_training_steps=500 \
  --model_dir=inception \
  --summaries_dir=training_summaries/basic \
  --output_graph=retrained_graph.pb \
  --output_labels=retrained_labels.txt \
  --image_dir=starwars

curl -L https://goo.gl/3lTKZs > label_image.py

While the download is done:

- What is Tensorflow.

- What is Keras.

- What am I doing here?

Tensorflow is MAgic

First lets get ready

- You'll need Docker:

First lets get ready

While the download is done:

Lets start!