Ubuntu Native NNStreamer Application Example - Image Classification

Introduction

This example passes camera video stream to a neural network using tensor_filter. Then the neural network predicts the label of given image. The results are drawen by textoverlay GStreamer plugin.

Graphical description of the pipeline

How to Run

This example requires specific tflite model and label data.
The public model can be obtained from this link: https://storage.googleapis.com/download.tensorflow.org/models/tflite/mobilenet_v1_1.0_224_quant_and_labels.zip
get-model.sh download these resources.

# bash
$ cd $NNST_ROOT/bin
$ ./get-model.sh image-classification-tflite
$ export GST_PLUGIN_PATH=$GST_PLUGIN_PATH:$NNST_ROOT/lib/gstreamer-1.0
$ ./nnstreamer_example_image_classification_tflite