Application for running pretrained tflite files

Hi,
I want to try the tensorflow lite model on jetson platform.
I am downloading ssd_mobilenet_v1_1_metadata_1.tflite and labelmap.txt from

Is there any gstreamer pipeline or sdk which accepts the pretrained tflite model and lable file and gives prediction in real time.
I have my camera connected with xavier nx and camera is streaming using gstreamer

Hi,

Sorry for the late reply.
Do you still need help on this issue?

We have a GStreamer-based library called Deepstream SDK that should meet your requirement.
https://developer.nvidia.com/deepstream-sdk

It supports standard TensorFlow (nvinferserver) that can infer the TFLite model with some conversion.
If the model can be converted into a TensorRT engine, you can also deploy with nvinfer to get better performance.

Thanks.

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@AastaLLL ,
Thanks for your reply ,
Is there any sample gstreamer pipeline using NVIDIA Deepstream’s nvinfer , which accepts pretrained tflite models (with some conversion)?

It would be great , if you could provide some pointers on that .

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