A collection of tools useful for exploring deep learning on embedded devices
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object_detection
.gitignore
LICENSE
README.md

README.md

Microplaid

A collection of tools useful for exploring deep learning on embedded devices. Currently microplaid relies on Python.

PlaidML Setup

Keras isn't necessary for microplaid, but we recommend installing Keras support so you can experiement with plaidbench and plaidvision

pip install plaidml-keras
plaidml-setup

Running the Object Detection Demo

Start the Web Server

macOS

brew install opencv
pip install -r object_detection/requirements.txt
python object_detection/web.py

Linux

sudo apt install python-opencv
sudo pip install -r object_detection/requirements.txt
python object_detection/web.py

Windows

pip install opencv-python
pip install -r object_detection/requirements.txt
python object_detection/web.py

View the Frontend

Wait until web.py displays [I 180123 11:23:12 web:68] Initial run complete. Then browse to http://localhost:5000