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Result (Outdated)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-*.${arch}.rpm
andlibarmcl-*.${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 /
The results of the search are