ImageClassification

---

title: Image Classification (Pipeline) ...

Image Classification Sample App with NNStreamer

Description

• This is a sample application of Tizen Native using tensorflow-lite and nnfw.
• You can choose which framework you want to get results from.
• If you want to run it on your device, Tizen 5.5 or higher is required.
• About details of NNStreamer, please check this page.
• The applied Tensor Flow Lite model file from here.

Result (Outdated)

Graphical description of the pipeline

How to install NNFW runtime

• Notes: If the nnfw runtime is not installed on your Tizen device, You need to install the nnfw runtime library manually.

  Visit http://download.tizen.org/snapshots/tizen/unified/latest/repos/standard/packages/

  Download nnfw-*.${arch}.rpm and libarmcl-*.${arch}.rpm that matches your device architecture.

• Push rpm file using SDB tool

  Check the device connection

  $ sdb devices
  List of devices attached 
  0000d8ae00006200    	device    	TM1
  

  Login shell

  sdb shell
  

  Push files from host to device

  $ sdb push [FILES] [remote]`
  

  Install rpm files

  $ rpm -ivh ${RPM_FILE} --force
  

  If you failed to install rpm files because read/write issue, remount rootfs as ReadWrite.

  $ mount -o remount, rw /