[TinyML] 자료 링크

[업데이트 2021.09.10 11:58]

 

1. TensorFlow Lite for Microcontrollers

https://www.tensorflow.org/lite/microcontrollers

https://experiments.withgoogle.com/collection/tfliteformicrocontrollers

 

2. Raspberry Pi Pico ML(arducam)

https://www.arducam.com/raspberry-pi-pico-machine-learning/

https://www.arducam.com/raspberry-pi-pico-tensorflow-lite-micro-person-detection-arducam/

http://vctec.co.kr/product/%ED%83%80%EC%9D%B4%EB%8B%88-%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-%EC%82%AC%EB%9E%8C-%EA%B2%80%EC%B6%9C-%ED%82%A4%ED%8A%B8-%EB%9D%BC%EC%A6%88%EB%B2%A0%EB%A6%AC-%ED%94%BC%EC%BD%94-ov2640-tinyml-tiny-machine-learning-person-d/18333/

https://www.arducam.com/raspberry-pi-pico-tensorflow-lite-micro-person-detection-arducam/#tensorflow-lite-micro-tflmicro

 

3. Arduino Nano 33

https://create.arduino.cc/projecthub/little_lookout/person-detection-with-tensorflow-and-arduino-47ae01

 

4. Machine Learning Inference on Raspberry Pi Pico 2040 via Edge Impulse 

https://www.youtube.com/watch?v=LmSrY_pZho0 

 

5.초소형 머신러닝 TinyML 모델 최적화부터 에지 컴퓨팅까지 작고 빠른 딥러닝을 위한 텐서플로라이트

https://book.naver.com/bookdb/book_detail.nhn?bid=16588706