Integration of the YOLOv8n ReLU6 Gender Classification Model into DeepStream

Accelerated Computing Intelligent Video Analytics DeepStream SDK
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Hello,

I found a YOLO model pre-trained for gender classification in the DeGirum Development Tools:

Model: yolov8n_relu6_gender--160x160_float_openvino_multidevice_1

  • yolov8n_relu6_gender--160x160_float_openvino_multidevice_1.onnx
  • labels_yolov8n_relu6_gender.json
  • yolov8n_relu6_gender--160x160_float_openvino_multidevice_1.json

I would like to ask if this model can be integrated into DeepStream?

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Usually you need to parse the output of the model.

You can test it with the trtexec tool provided by TenosrRT.

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duplidate with Integrating a YOLOv11 ONNX Model into DeepStream: Requirements and Setup - #13 by amine.ghamgui.anavid

Please discuss below the main post

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