Skip to content

Repository files navigation

Revamp of system logic. Added the following:

  • Letterboxing function to scale down images to the correct size for inference while keeping aspect ratio
  • Changed inference from pt to ONNX for disk space efficiency and inference speeds (No longer need to save image to storage)
  • Removed CAPTURE_SIZE vairable as the PiCamera does not respect aspect ratio and will distort the image
  • Added a pre processing function to convert the NumPy output to be compatible with ONNX's run()
  • Rewrote the process_frame function
  • Changed the class constructor to use ONNX format
  • Rewrote the AnimalDeterrenceApp function run() to correctly include new functions
  • Other formatting, spelling, and bug fixes.

About

This is a vision based project intended to be able to identify different types of animals that can harm your garden in northwest ohio.

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages