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advancedsei's Projects

bitcoinbook icon bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

dws2017sydney icon dws2017sydney

Code, Examples, Templates and Scripts for DataWorksSummit 2017 Sydney Talk

handbook icon handbook

An employee handbook built for inclusion

hive icon hive

Apache Hive / Hadoop Spring Boot Microservice

hwx-pricing-engine icon hwx-pricing-engine

Distributed compute engine for pricing financial derivative instruments (Swaps, Options etc) w/ Dockerized Spark on YARN

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

lore icon lore

Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers

opensourcecomputervision icon opensourcecomputervision

Open Source Computer Vision with TensorFlow, MiniFi, Apache NiFi, OpenCV, Apache Tika and Python For processing images from IoT devices like Raspberry Pis, NVidia Jetson TX1, NanoPi Duos and more which are equipped with attached cameras or external USB webcams, we use Python to interface via OpenCV and PiCamera. From there we run image processing at the edge on these IoT device using OpenCV and TensorFlow to determine attributes and image analytics. A pache MiniFi coordinates running these Python scripts and decides when and what to send from that analysis and the image to a remote Apache NiFi server for additional processing. At the Apache NiFi cluster in the cluster it routes the images to one processing path and the JSON encoded metadata to another flow. The JSON data (with it's schema referenced from a central Schema Registry) is routed and routed using Record Processing and SQL, this data in enriched and augment before conversion to AVRO to be send via Apache Kafka to SAM. Streaming Analytics Manager then does deeper processing on this stream and others including weather and twitter to determine what should be done on this data. References https://community.hortonworks.com/articles/103863/using-an-asus-tinkerboard-with-tensorflow-and-pyth.html https://community.hortonworks.com/articles/118132/minifi-capturing-converting-tensorflow-inception-t.html https://github.com/tspannhw/rpi-noir-screen https://community.hortonworks.com/articles/77988/ingest-remote-camera-images-from-raspberry-pi-via.html https://community.hortonworks.com/articles/107379/minifi-for-image-capture-and-ingestion-from-raspbe.html https://community.hortonworks.com/articles/58265/analyzing-images-in-hdf-20-using-tensorflow.html

phoenix icon phoenix

Apache Phoenix / Hbase Spring Boot Microservices

resin icon resin

Full-text search engine and document store with web GUI and HTTP API

smilecnn icon smilecnn

Smile detection with a deep convolutional neural net, with Keras.

social_mapper icon social_mapper

A Social Media Enumeration & Correlation Tool by Jacob Wilkin(Greenwolf)

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