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  • Rank 3,963,521 (Top 79 %)
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  • License
    Apache License 2.0
  • Created over 4 years ago
  • Updated over 3 years ago

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Repository Details

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

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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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nifi-tensorflow-processor

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nifi-extracttext-processor

Apache NiFi Custom Processor Extracting Text From Files with Apache Tika
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nifi-nlp-processor

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SpeakerProfile

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nifi-corenlp-processor

Apache NiFi Custom Processor for working with Stanford CoreNLP for Sentiment Analysis in Java 8
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nifi-convertjsontoddl-processor

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13

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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

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ApacheDeepLearning101

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17

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18

pulsar-thermal-pinot

Apache Pulsar - Apache Pinot - Thermal Sensor Data
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19

ScyllaFLiPSTheStream

Scylla FLiPS The Stream With Apache Pulsar
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20

livysparkjob

Apache Livy - Apache NiFi - Example Scala Spark Job
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21

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Cloudera Flow Management Workshop with Apache NiFi
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22

nifi-djl-processor

Apache NiFi 1.10 DJL
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23

nifi-dl4j-processor

Apache NiFi - DeepLearning4J Example Processor for VGG16 based https://github.com/SkymindIO/Demos-for-sales-marketting
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24

rpi-mxnet-movidius-minifi

USB WebCam - Raspberry Pi - Apache MXNet - Movidius - Apache NiFi - MiniFi
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25

nifi-langdetect-processor

Apache NiFi + Apache Tika + OptimaizeLangDetector
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26

flume-to-nifi

Examples for Apache Flume to Apache NiFi
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27

MmFLaNK

Mm FLaNK Stack (MXNet, MiNiFi, Flink, NiFi, Kafka, Kudu) for AI-IoT
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28

airquality

Spring Boot, JDK 11, Apache Pulsar 2.9.1, REST, AirNow
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29

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FLiP Stack Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
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30

rpi-picamera-mqtt-nifi

Ingesting Camera Images and Video from Raspberry Pi + Pi Camera Through MQTT and FTP
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31

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32

minifi-jetson-nano

MiNiFi Agent Configuration and Scripts for NVidia Jetson Nano device
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33

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34

SmartWeather

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35

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36

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37

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Using Apache MXNet Gluon 0.3 for YOLO3 Pretrained model in the zoo!
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38

rpi-sensehat-minifi-python

Raspberry Pi Python Code for use with Apache NiFi & Apache MiniFi Java Agent
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39

meetup-sensors

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40

nifi-processors

All my processors (NARs) in one place
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41

ApacheNiFiTemplates

Templates for NiFi
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42

nifi-deepspeech

Using Mozilla TensorFlow implementation of Baidu's Deep Speech
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43

TensorflowOnYARN

Examples of Python TensorFlow apps running on HDP 3 / YARN 3.1
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44

FLiPN-NFT

Reading OpenSea NFT with Apache NiFi, Apache Pulsar and Friends. Meetup. StreamNative
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45

stateless-examples

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46

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FLiP: StreamNative: Cloud-Native: Streaming Analytics Using Apache Flink SQL on Apache Pulsar
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47

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48

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49

rpi-sensehat-mqtt-nifi

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50

SmartStocks

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51

onionomega-mqtt-micropython

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52

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53

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54

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56

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59

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62

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63

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64

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Ingesting Drone Data into Big Data Platforms
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65

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66

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67

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68

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73

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74

pulsar-airquality-timeplus

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75

spring-pulsar-reactiveair

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76

airline-sentiment-streaming

Streaming with Airline Sentiment. Utilizing Cloudera Machine Learning, Apache NiFi, Apache Hue, Apache Impala, Apache Kudu
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hbasecoprocessor

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78

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nifi-cdsw-gluoncv

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nifi-mxnetinference-processor

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85

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86

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94

nifi-puttwitter-processor

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95

pulsar-airquality-function

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96

pulsar-pychat-function

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97

nifi-ocr

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