Lup Yuen Lee 李立源 @lupyuen@qoto.org

Creating a #TensorFlow Lite Model for #BL602 won't be easy ... Sorry Padme 😂

https://lupyuen.github.io/articles/tflite?7#train-tensorflow-model

I ❤ Math 😂

https://lupyuen.github.io/articles/tflite?6#glow-the-led

How Accurate is our #TensorFlow Lite Model on #BL602? Can we do better?

https://lupyuen.github.io/articles/tflite?5#how-accurate-is-it

How we load a #TensorFlow Lite Model on #RISCV #BL602 ... And run an inference with the model

https://lupyuen.github.io/articles/tflite?5#machine-learning-in-action

How we Build, Flash and Run #TensorFlow Lite Firmware on #RISCV #BL602

https://lupyuen.github.io/articles/tflite?4#tensorflow-lite-firmware

Shanghai Hongqiao Airport 上海虹桥机场 ... Yes I've been there!

What is #TensorFlow Lite?

https://lupyuen.github.io/articles/tflite?3#tensorflow-lite-library

What is #TensorFlow? Why run it on #BL602?

https://lupyuen.github.io/articles/tflite?2#tensorflow-lite-library

Machine Learning with #TensorFlow Lite on #RISCV #BL602 ... All shall be explained in this article

https://lupyuen.github.io/articles/tflite?1

Incoming gadget from Nanjing 南京 🤔 ... Hope it's not an ice cream machine 冰淇淋机械 😂

How we glow the #BL602 LED ... With #TensorFlow Lite

https://github.com/lupyuen/bl_iot_sdk/blob/tflite/customer_app/sdk_app_tflite/sdk_app_tflite/demo.c#L39-L93

We have a #TensorFlow Lite Model that generates a Sine Wave ... Let's use it to light up the #BL602 LED ... In a fun and interesting way!

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

How we might teach #BL602 ... To light up the LED 😂

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

#TensorFlow Lite on #BL602 ... Now with a proper Command-Line Interface

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

#BL602 runs #TensorFlow Lite Model that infers "y = sin(x)" ... Output looks reasonably accurate!

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

#TensorFlow Lite runs OK on #BL602 yay! 🎉 This pre-trained TensorFlow Model is supposed to infer "y = sin(x)" ... Let's verify the output! 🥧

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

Best part of this New #BL604 Gadget

😍

Happy Belated Pink Dot!

https://youtu.be/n3Ge4-Qstv4

#TensorFlow Lite builds OK on #BL602 yay! Let's flash and run the firmware! 🤩

https://github.com/lupyuen/bl_iot_sdk/tree/tflite/customer_app/sdk_app_tflite

We set the #BL602 Global Destructor "__dso_handle" to null ... Since we're not destroying the Static TensorFlow Variables

https://github.com/lupyuen/bl_iot_sdk/blob/tflite/customer_app/sdk_app_tflite/sdk_app_tflite/demo.c#L20-L22