DWS 18 talk on using deep learning at the edge with Apache tools.
- https://dzone.com/articles/enterprise-iiot-edge-processing
- https://dzone.com/guides/iot-harnessing-device-data
- https://github.com/dmlc/mxnet-model-gallery
- http://mxnet.incubator.apache.org/model_zoo/index.html
- https://community.hortonworks.com/articles/146704/edge-analytics-with-nvidia-jetson-tx1-running-apac.html
- https://community.hortonworks.com/articles/83100/deep-learning-iot-workflows-with-raspberry-pi-mqtt.html
- https://community.hortonworks.com/articles/146704/edge-analytics-with-nvidia-jetson-tx1-running-apac.html
- https://community.hortonworks.com/articles/176932/apache-deep-learning-101-using-apache-mxnet-on-the.html
- https://community.hortonworks.com/articles/155435/using-the-new-mxnet-model-server.html
Apache Deep Learning 101
- https://community.hortonworks.com/articles/176784/deep-learning-101-using-apache-mxnet-in-dsx-notebo.html
- https://community.hortonworks.com/articles/176932/apache-deep-learning-101-using-apache-mxnet-on-the.html
- https://community.hortonworks.com/articles/176789/apache-deep-learning-101-using-apache-mxnet-in-apa.html
- https://community.hortonworks.com/articles/177232/apache-deep-learning-101-processing-apache-mxnet-m.html
- https://community.hortonworks.com/articles/174227/apache-deep-learning-101-using-apache-mxnet-on-an.html
- https://community.hortonworks.com/articles/174399/apache-deep-learning-101-using-apache-mxnet-on-apa.html
- https://community.hortonworks.com/articles/177370/extracting-html-from-pdf-excel-and-word-documents.html
- https://community.hortonworks.com/articles/174538/apache-deep-learning-101-using-apache-mxnet-with-h.html
- https://community.hortonworks.com/articles/202236/integrating-apache-mxnet-model-server-with-apache.html
- https://community.hortonworks.com/articles/198939/using-apache-mxnet-gluoncv-with-apache-nifi-for-de.html
- https://community.hortonworks.com/articles/182984/vision-thing-part-2-processing-capturing-and-displ.html
- https://community.hortonworks.com/articles/183474/iot-using-minifi-java-agent-to-send-mqtt-messages.html
- https://github.com/tspannhw/rpi-mxnet-movidius-minifi
- https://github.com/tspannhw/nifi-nlp-processor
- https://github.com/tspannhw/mxnet-in-notebooks
- https://github.com/tspannhw/nifi-mxnet-yarn
- https://github.com/tspannhw/nifi-attributecleaner-processor
- https://github.com/tspannhw/nvidiajetsontx1multi
- https://github.com/tspannhw/rpi-minifi-movidius-sensehat
- https://github.com/tspannhw/nifi-smartplug
- https://github.com/tspannhw/nvidiajetsontx1-mxnet
- https://github.com/tspannhw/StrataNYC2018
- https://github.com/tspannhw/OpenSourceComputerVision
- https://github.com/tspannhw/DWS-DeepLearning-CrashCourse
- https://github.com/tspannhw/yolo3-keras-tensorflow
- https://github.com/tspannhw/nifi-nlp-processor
- https://github.com/tspannhw/nifi-yolo3
- https://github.com/tspannhw/mxnet-for-iot
- https://github.com/tspannhw/IoTFusion2018Talk
- https://github.com/tspannhw/GetWebCamera
- https://github.com/tspannhw/nifi-tensorflow-processor
- https://github.com/tspannhw/UsingGluonCV
- pip3 install --upgrade tensorflow
- pip3 install --user numpy scipy matplotlib ipython jupyter pandas sympy nose
- pip3 install -U nltk
- wget https://github.com/bazelbuild/bazel/releases/download/0.11.1/bazel-0.11.1-installer-linux-x86_64.sh
- ./bazel-0.11.1-installer-linux-x86_64.sh
- pip3 install six numpy wheel
- apt-get install libblas-dev liblapack-dev python-dev libatlas-base-dev gfortran python-setuptools python-h5py
- git clone --recurse-submodules https://github.com/tensorflow/tensorflow
- wget http://mirror.jax.hugeserver.com/apache/nifi/minifi/0.5.0/minifi-0.5.0-bin.zip
- pip3.6 install --pre mxnet
- pip3.6 install gluoncv
- Raspberry Pi 3 B with Movidius USB Neural Compute Stick with Sense-Hat and PS3 EYE USB Web Cam
- Raspberry Pi 3 B with Rainbow Hat (Android Things), USB GPS and PS3 EYE USB Web Cam
- Nvidia Jetson TX1 with logitech webcam
Meetups in Princeton every few weeks: http://www.meetup.com/futureofdata-princeton/
@PaasDev