question Apache spark image recognition in Archives of Support Questions (Read Only)

Apache spark image recognition

yebinianhi — Thu, 19 Jul 2018 20:23:21 GMT

Dear All,

May I ask a question about the software architecture.

I want to build an image recognition application with apache spark.

my original thining is that: 1. spring boot(RESTful API)-receive an image

2. spring boot send the image to spark

3. spark process the image and send the result to spring boot

4. spring boot send to users.

Is this a good way to develop such application?

are there any examples I can find?

Re: Apache spark image recognition

falbani — Thu, 19 Jul 2018 20:31:20 GMT

@Bin Ye I recently presented image recognition using spark during meetup in Santiago, Chile. I've made code and presentation along with all necessary things to run the code public under github. Feel free to review it. I used Nifi to pull messages with images from twitter and send them to kafka topic. From there I used spark streaming to pull messages from topic and performed the image analysis. Finally I stored the results in hbase table.

https://github.com/felixalbani/future-of-data-santiago-e1-spark-nifi

HTH

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Re: Apache spark image recognition

yebinianhi — Fri, 20 Jul 2018 21:14:18 GMT

Dear Felix,

Many thanks for your reply. it really helps.

Bin Ye