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nnstreamer / nnstreamer-example

Example applications of nnstreamer. Note that we have to enable the 'apptest" CI module in the near future.
GNU Lesser General Public License v2.1
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[tflite2] example of object detection with quantized SSD model. #250

Closed kevinbingsong closed 3 years ago

kevinbingsong commented 3 years ago

Below is the float point model for object detection. Do you have example for quantized SSD model?

bash_script/example_object_detection_tensorflow_lite/gst-launch-object-detection-tflite.sh

taos-ci commented 3 years ago

:octocat: cibot: Thank you for posting issue #250. The person in charge will reply soon.

myungjoo commented 3 years ago

Google "quantized SSD model". Then, you get:

https://github.com/tensorflow/models/issues/9371 and https://github.com/tensorflow/tensorflow/issues/39037

You are trying to get tensorflow-lite or tensorflow models. You need to look at tensorflow community for tensorflow models. The tensorflow models in this repository are from there.

kevinbingsong commented 3 years ago

I have below quantized model and below labels file. But I don't know how to run nnstream command line with it. Seems the output BBox isn't compatiable with nnstream BBox process. Below model isn't have box_priors.txt. Do you have any example for the model?

ssd_mobilenet_v1_1.0_quant.tflite and labels_ssd_mobilenet_v1_1.0_quant.txt

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myungjoo commented 3 years ago

Try google. What you are searching for is released by Google.

And it DOES have box_prior.txt