Deep Learning Studio Demo

DLS Minsk AI Hackathon, Demo#1

DLS Minsk AI Hackathon, Demo#2 (Complex layers)

DLS Minsk AI Hackathon, Demo#3 (Feature space & feature maps visualization)

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Keras & Node-RED & NVIDIA-DIGITS Prototype

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How to build and run:

• cd to DLS root dir
• Run sudo dnf install redhat-rpm-config command
• Run sudo dnf install python2-devel command
• Run sudo dnf install graphviz-devel command
• Install python and pip if not installed
• Run pip install -r requirements.txt command
• Install npm if not installed
• Run npm install command
• Run npm run-script grunt command
• Run python run-app.py or ./run-flask-app.sh command

Run back-end tests:

• pytest

Run tests with coverage report:

• py.test --cov-report term --cov=app app/test

More about measuring test coverage: https://pypi.python.org/pypi/pytest-cov

_Run With Docker

• install nvidia-docker as described here https://github.com/NVIDIA/nvidia-docker
• sudo docker login
• sudo docker pull yegortsebro/dls
• sudo nvidia-docker run -p 5001:5001 --name dls dls/dls