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TensorFlow SSD Mobilenet V1

Model Source

The model used in this example come from the following open source projects:
https://github.com/fvmassoli/Deep-Learning-SSD-Object-Detection

Script Usage

Usage:

python test.py

rknn_convert usage:

python3 -m rknn.api.rknn_convert -t rk3568 -i ./model_config.yml -o ./

Description:

  • The default target platform in script is 'rk3566', please modify the 'target_platform' parameter of 'rknn.config' according to the actual platform.
  • If connecting board is required, please add the 'target' parameter in 'rknn.init_runtime'.

Expected Results

This example will save the result of object detection to the 'result.jpg', as follows:
result

  • Note: Different platforms, different versions of tools and drivers may have slightly different results.