# Deploy LiteRT with an IMSDK application

Qualcomm development kits contain precompiled LiteRT sample
applications to run sample LiteRT models. The `gst-ai-classification`
sample application uses the Qualcomm IM SDK plug-ins to run a LiteRT
classification model on Qualcomm development kits. The sample
application achieves hardware acceleration using LiteRT delegates.

The following figure shows the pipeline, which receives a video
stream from a camera, does the preprocessing, runs the inference on
the AI hardware, and displays the results:

![../_images/litert-imsdk-workflow.jpeg](data:image/jpeg;base64,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)

**Workflow to run a LiteRT model using Qualcomm IM SDK in Qualcomm Linux**

Note

Running a LiteRT model using the Qualcomm IM SDK is not supported on IQ-615.

The `gst-ai-classification` sample application does the following:

1. Opens the IMX577 camera on the Qualcomm development kit with a
specific resolution and frame rate; for example, 1080p at 30 fps
2. Preprocesses each camera frame to provide the input data to a
classification model For example, the `gst-ai-classification` sample
application:

    1. Downscales a 1080p frame to a 224x224 resolution
    2. Normalizes the input frame based on the model requirements
3. The `qtimltflite` Qualcomm IM SDK plug-in, built on top of the LiteRT
C API, does the following:

    1. Loads the sample LiteRT classification model
    2. Performs inference on the model using hardware acceleration
4. Postprocesses the output from the inference, that is, extracts the
label with the highest predicted probability within the output tensor
5. Overlays the inference result on the original camera input image and
displays it on the connected monitor

## Download a sample model and label file

To run a precompiled LiteRT model with the `gst-ai-classification`
sample application, a LiteRT model and its label file must be
available on the device.

To download a sample LiteRT model and the corresponding label file,
and then copy them to the device, do the following:

1. Go to [AI Hub](https://aihub.qualcomm.com/models/inception_v3?searchTerm=ince&amp;chipsets=qualcomm-qcs6490-proxy),
and download the Inception-v3 quantized model.

![../_images/litert-ai-hub-inception-v3.jpeg](data:image/jpeg;base64,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)

Note

The `gst-ai-classification` sample application is demonstrated for QCS6490.
2. Download the corresponding label file, by running the following command:

curl -L -O https://raw.githubusercontent.com/quic/sample-apps-for-qualcomm-linux/refs/heads/main/artifacts/json_labels/classification.json
        Copy to clipboard

Note

The model is available on Qualcomm AI Hub and the corresponding label file is available on QUIC GitHub.
3. Copy the models and label files to the device using the secure
copy protocol (SCP), by running the following commands:

ssh root@[ip-addr]
        Copy to clipboard

mount -o remount,rw /
        Copy to clipboard

cd /etc
        Copy to clipboard

mkdir models
        Copy to clipboard

mkdir labels
        Copy to clipboard

mkdir media
        Copy to clipboard

exit
        Copy to clipboard

# Copy files securely
        scp classification.json root@[ip-addr]:/etc/labels
        Copy to clipboard

scp inception_v3-inception-v3-w8a8.tflite root@[ip-addr]:/etc/models
        Copy to clipboard
4. Get the IP address of a Qualcomm development kit, by running the following command:

ip address show
        Copy to clipboard

    When prompted for a password, enter oelinux123.

## Run a LiteRT model with the gst-ai-classification sample application

After copying a sample model and the corresponding label file to the
device, do the following to run the LiteRT model:

To run inference using LiteRT, run the following commands.

1. SSH into the target device.

ssh root@[ip-addr]
        Copy to clipboard
2. Modify the `config_classification.json` file in the `/etc/configs` folder, as follows:

{
           "file-path": "/etc/media/video.mp4",
           "ml-framework": "tflite",
           "model": "/etc/models/inception_v3-inception-v3-w8a8.tflite",
           "labels": "/etc/labels/classification.json",
           "threshold": 40,
           "runtime": "dsp",
           "output-type": "waylandsink"
        }
        Copy to clipboard
3. Push the `video.mp4` file to the `/etc/media` folder.

    The default paths are `/etc/media/video.mp4` for the video file,
`/etc/labels/classification.json` for the labels, and
`/etc/model/inception_v3-inception-v3-w8a8.tflite` for the model.
4. Run the classification sample application:

gst-ai-classification --config-file=/etc/configs/config_classification.json
        Copy to clipboard

    To run the sample application using a custom classification model and
labels file, use the following arguments:

    - `--model`
    - `--labels`

    Modify the `config_classification.json` file in the `/etc/configs`
folder, as follows:

{
           "file-path": "/etc/media/video.mp4",
           "model":"/etc/models/custom_model.tflite",
           "ml-framework": "tflite",
           "labels": "/etc/labels/custom_labels.json",
           "output-type": "waylandsink"
        }
        Copy to clipboard

    To run the classification sample application, run the following command:

gst-ai-classification --config-file=/etc/configs/config_classification.json
        Copy to clipboard

    To stop the sample application, select **Ctrl+C**.

When the sample application is running, it displays the video stream
on the connected monitor with inference results overlaid on the frame.

Last Published: May 14, 2026

[Previous Topic
Deploy LiteRT as a Native application](https://docs.qualcomm.com/bundle/publicresource/80-80022-15B/topics/deploy-litert-as-a-native-application.md) [Next Topic
Deploy LiteRT as a Python application](https://docs.qualcomm.com/bundle/publicresource/80-80022-15B/topics/deploy-litert-as-a-python-application.md)