/tf-esp32

component esp-idf for tensorflow lite micro

Primary LanguageC++

tf-esp32

a small component esp-idf for supporting tensorflow lite inferences for microcontrollers (experimental)

esp-idf:
https://docs.espressif.com/projects/esp-idf/en/latest/

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


  • use tensorflow for training your model
  • convert model tensorflow in tflite quantization
  • convert tflite model to array c

main folder contain example tflite load model
components folder contain tensorflow lite source and cmake structure