mjs513
Senior Member+
@All
Good Morning.
Decided to play a bit more with the camera so I ported over the CMSIS NN example using CIFAR10 example that identifies several objects. Did have to reduce the size of the image down to 32x32 to make it work but luckily that was part of the example I ported. The CIFAR-10 dataset has 10 classes of images it can identify:
To use the example you will have to download CMSIS-NN lib. My copy that I am using is here: https://github.com/mjs513/CMSIS-NN--Neural-Network--for-Teensy-3.6
Past forum stuff: https:
https://forum.pjrc.com/threads/5380...-Now-Working-on-Teensy-3-6?highlight=cmsis-nn
https://forum.pjrc.com/threads/57433-Teensy-4-0-Image-Classification-w-CMSIS-NN?highlight=cmsis-nn
CMSIS-NN: https://community.arm.com/developer...ls-boost-efficiency-in-microcontrollers-by-5x
CIFAR-10/CIFAR-100 datasets: https://www.cs.toronto.edu/~kriz/cifar.html
Good Morning.
Decided to play a bit more with the camera so I ported over the CMSIS NN example using CIFAR10 example that identifies several objects. Did have to reduce the size of the image down to 32x32 to make it work but luckily that was part of the example I ported. The CIFAR-10 dataset has 10 classes of images it can identify:
Code:
airplane
automobile
bird
cat
deer
dog
frog
horse
ship
truck
To use the example you will have to download CMSIS-NN lib. My copy that I am using is here: https://github.com/mjs513/CMSIS-NN--Neural-Network--for-Teensy-3.6
Past forum stuff: https:
https://forum.pjrc.com/threads/5380...-Now-Working-on-Teensy-3-6?highlight=cmsis-nn
https://forum.pjrc.com/threads/57433-Teensy-4-0-Image-Classification-w-CMSIS-NN?highlight=cmsis-nn
CMSIS-NN: https://community.arm.com/developer...ls-boost-efficiency-in-microcontrollers-by-5x
CIFAR-10/CIFAR-100 datasets: https://www.cs.toronto.edu/~kriz/cifar.html