• Stars
    star
    8
  • Rank 2,088,358 (Top 42 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created over 6 years ago
  • Updated almost 6 years ago

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Repository Details

ApacheDeepLearning101

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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
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3

nifi-tensorflow-processor

Example Tensorflow Processor using Java API for Apache NiFi 1.2 - 1.9.1+
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nifi-extracttext-processor

Apache NiFi Custom Processor Extracting Text From Files with Apache Tika
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5

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nifi-nlp-processor

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7

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8

dws2017sydney

Code, Examples, Templates and Scripts for DataWorksSummit 2017 Sydney Talk
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9

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Stocks -> NiFi -> Kafka -> Profit
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SpeakerProfile

My speaker profile for events and conferences based on codepo8/presenter-terms
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11

nifi-corenlp-processor

Apache NiFi Custom Processor for working with Stanford CoreNLP for Sentiment Analysis in Java 8
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12

nifi-convertjsontoddl-processor

Apache NiFi 1.5/1.6/1.9.2+ Processor to produce DDL
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13

ApacheDeepLearning201

Apache Deep Learning 201 with Apache MXNet
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14

nifi-attributecleaner-processor

Clean up attribute names for Apache NiFi to send to Apache Avro
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15

FLiP-Pi-DeltaLake-Thermal

Apache Pulsar -> Sink -> DeltaLake
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16

hivereader

Apache Hive - REST API
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8
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17

pulsar-thermal-pinot

Apache Pulsar - Apache Pinot - Thermal Sensor Data
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8
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18

ScyllaFLiPSTheStream

Scylla FLiPS The Stream With Apache Pulsar
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7
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19

livysparkjob

Apache Livy - Apache NiFi - Example Scala Spark Job
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7
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20

ClouderaFlowManagementWorkshop

Cloudera Flow Management Workshop with Apache NiFi
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7
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21

nifi-djl-processor

Apache NiFi 1.10 DJL
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7
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22

nifi-dl4j-processor

Apache NiFi - DeepLearning4J Example Processor for VGG16 based https://github.com/SkymindIO/Demos-for-sales-marketting
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7
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23

rpi-mxnet-movidius-minifi

USB WebCam - Raspberry Pi - Apache MXNet - Movidius - Apache NiFi - MiniFi
Python
7
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24

nifi-langdetect-processor

Apache NiFi + Apache Tika + OptimaizeLangDetector
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25

flume-to-nifi

Examples for Apache Flume to Apache NiFi
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26

MmFLaNK

Mm FLaNK Stack (MXNet, MiNiFi, Flink, NiFi, Kafka, Kudu) for AI-IoT
Java
6
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27

airquality

Spring Boot, JDK 11, Apache Pulsar 2.9.1, REST, AirNow
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6
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28

FLiPStackWeekly

FLiP Stack Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
6
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29

rpi-picamera-mqtt-nifi

Ingesting Camera Images and Video from Raspberry Pi + Pi Camera Through MQTT and FTP
Python
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30

FLiPC-FastStreamingIntoClickhouseWithApachePulsar

Fast Streaming into Clickhouse with Apache Pulsar - Meetup 2022
6
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31

minifi-jetson-nano

MiNiFi Agent Configuration and Scripts for NVidia Jetson Nano device
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6
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32

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ApacheCon @Home Sept-Oct 2020 Materials
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33

SmartWeather

FLaNK: Smart Weather
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34

nifi-cdsw-edge

Edge to AI: IoT
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35

EnterpriseNIFI

Enterprise NIFI Talks and Code
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36

nifi-gluoncv-yolo3

Using Apache MXNet Gluon 0.3 for YOLO3 Pretrained model in the zoo!
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37

rpi-sensehat-minifi-python

Raspberry Pi Python Code for use with Apache NiFi & Apache MiniFi Java Agent
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38

meetup-sensors

sensors, machine learning, nifi, minifi, python, enviroplus, iot, streaming, flank, kafka, time series, cml
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39

nifi-processors

All my processors (NARs) in one place
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40

ApacheNiFiTemplates

Templates for NiFi
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41

nifi-deepspeech

Using Mozilla TensorFlow implementation of Baidu's Deep Speech
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5
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42

TensorflowOnYARN

Examples of Python TensorFlow apps running on HDP 3 / YARN 3.1
Python
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43

FLiPN-NFT

Reading OpenSea NFT with Apache NiFi, Apache Pulsar and Friends. Meetup. StreamNative
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44

stateless-examples

Apache NiFi 1.10 Stateless Examples
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45

StreamingAnalyticsUsingFlinkSQL

FLiP: StreamNative: Cloud-Native: Streaming Analytics Using Apache Flink SQL on Apache Pulsar
Java
5
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46

FLiP-EdgeAI

Edge AI with Jetson Nano + Sensors
Python
4
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47

pulsar-transit-function

Apache Pulsar - Transit Enrichment and Routing Function
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4
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48

rpi-sensehat-mqtt-nifi

Using SenseHat for Sensor Ingest into Raspberry Pi 3 B+ via Python to Apache NiFi
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49

SmartStocks

Smart Stocks
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50

onionomega-mqtt-micropython

Onion Omega 2+ with OLED and Micropython
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51

nifi-djlsentimentanalysis-processor

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52

FLiP-Pi-BreakoutGarden

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53

minifi-breakoutgarden

Using MiniFi with the Pimoroni Breakout Garden Hat and Sensors
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54

nifi-energy-monitoring

Updated real-time energy monitoring with Python and Apache NiFi
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55

iot-scripts

Scripts for IoT (mostly Python and Bash)
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56

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My Talk at IoT Fusion 2018 Philadelphia, PA
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57

linkextractorprocessor

Apache NiFi Custom Processor For Link Extracting
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58

FLiPN-Demos

Some FLiPN Demos
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59

cdp-datahub-azure-nifikafka

Cloudera CDP Datahub on Azure for Apache NiFi and Apache Kafka Demo
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60

yolo3-keras-tensorflow

A tweak to https://github.com/qqwweee/keras-yolo3 to store images and json attributes
Python
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61

nifi-djlqa-processor

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Java
4
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62

IngestingDroneData

Ingesting Drone Data into Big Data Platforms
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4
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63

spy

Inspired by TURN and Robin David's awesome python library.
Python
3
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64

FLiP-PY-FakeDataPulsar

Generate Fake Data
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3
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65

rpizw-nifi-mqtt-gps

GPS Sensor Reading from Raspberry Pi Zero Wireless Sending via MQTT to Apache NiFi 1.x
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66

FLiP-IoT

FLiP - IoT Examples with Go, Java, MiNiFi, Flink, Pulsar, StreamNative, JSON
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67

CloudDemo2021

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68

nifi-osquery

osquery nifi integration
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69

EverythingMiNiFi

Apache NiFi - MiNiFi Agents. Java - rolling into NiFi. MiNiFi C++ Agent.
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70

DWS-DeepLearning-CrashCourse

TensorFlow Inception Apache Zeppelin Notebook Python
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3
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71

brains-kafka

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72

pulsar-airquality-timeplus

Real-Time Analytics on AirQuality Data with timeplus
3
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73

spring-pulsar-reactiveair

Reactive Spring Example for Apache Pulsar
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3
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74

airline-sentiment-streaming

Streaming with Airline Sentiment. Utilizing Cloudera Machine Learning, Apache NiFi, Apache Hue, Apache Impala, Apache Kudu
Jupyter Notebook
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75

hbasecoprocessor

Example HBase Coprocessor
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76

FLiP-Transit

Apache Flink - Apache Pulsar - Apache NiFi -> Real-Time Transit Data
3
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77

AllThingsNiFi

Everything Apache NiFi, Cloudera DataFlow
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78

kafkaadmin-processor

Apache Kafka Apache NiFi
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79

nifi-cdsw

Example Apache NiFi to CDSW
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3
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80

HBase2

Apache HBase 2.0 with Apache NiFi 1.10, Apache Kafka 2.2, Apache Flink 1.9
3
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81

nifi-cdsw-gluoncv

Using Apache MXNet GluonCV YOLO with Apache NiFi and Cloudera Data Science Workbench
Python
3
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82

nifi-mxnetinference-processor

Apache NiFi Processor For Apache MXNet Inference
Java
3
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83

FLiP-Pi-Thermal

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84

FLiPN-AirQuality-REST

Apache NiFi, Apache Pulsar. Air Quality Readings
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85

gtfs

GTFS / ProtoBuf Data
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3
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86

PulsarOnRaspberryPi

Pulsar on Pi
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3
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87

BackupRegistry

Backup the NiFi Registry
3
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88

FLiP-Stream2Clickhouse

Stonks. Stocks. Apache Pulsar - Stream to Altinity Cloud - Clickhouse
3
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89

FLiP-SQL

Streaming Analytics with Apache Pulsar and Apache Flink SQL
3
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90

phillycrime-springboot-phoenix

Apache Phoenix - Apache HBase - SpringBoot - Philly Crime Data
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3
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91

mxnet-for-iot

Apache MXNet for IoT
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3
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92

operations-dashboard

Apache NiFi operations-dashboard
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3
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93

nifi-puttwitter-processor

Send out tweets with Twitter4J
Java
3
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94

EverythingApacheKafka

Apache Kafka, Kafka Connect, Kafka Streams, FLaNK, Friend, Tools, Demos
3
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95

pulsar-airquality-function

pulsar-airquality-function
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3
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96

pulsar-pychat-function

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97

nifi-ocr

OCR with Tesseract, Deep Learning, Python, Apache NiFi, ...
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3
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98

nifi-nanopi-duo

NanoPi Duo + Apache MinIFi + MiniFi + Python + USB Camera + DL/ML/IOT
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99

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OBDII Interface with Apache NiFi, MiniFi, Raspberry Pi, Comma.AI, Panda, SenseHat, GPS, Weather, Humidity, Temperature, Altitude
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100

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