Cockroach detect and control by laser. YoloV4 - tiny Keras. Jetson nano
Cockroach detection by YoloV4 - tiny Keras. Jetson nano hardware. 1000 images for training
Sorry for the low FPS in the video, I improved it and now have 20 FPS but don’t have Cockroach or mosquitoes for tests.
For clarity, instead of a powerful laser, I used a conventional laser.
The powerful laser makes video impossible
Rakhmatulin, I., Lihoreau, M., Pueyo, J. (2022). Selective neutralisation and deterring of cockroaches with laser automated by machine vision. Oriental Insects,
all code will be here -
Dataset -
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