https://github.com/renesas/tflite-micro-renesas
TFLM examples using Renesas microcontrollers
https://github.com/renesas/tflite-micro-renesas
microcontrollers renesas-ra tinyml
Last synced: 3 months ago
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TFLM examples using Renesas microcontrollers
- Host: GitHub
- URL: https://github.com/renesas/tflite-micro-renesas
- Owner: renesas
- License: apache-2.0
- Created: 2022-06-11T02:54:12.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2022-12-22T01:11:48.000Z (over 3 years ago)
- Last Synced: 2024-10-28T03:31:46.125Z (over 1 year ago)
- Topics: microcontrollers, renesas-ra, tinyml
- Homepage:
- Size: 77.1 MB
- Stars: 11
- Watchers: 2
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# Examples of TinyML applications using TFLM
**[Tensorflow Lite for Microcontrollers](https://www.tensorflow.org/lite/microcontrollers) (TFLM)** is a framework that is a subset of Tensorflow which is designed to execute machine learning models on resource constrained devices i.e. microcontrollers.
The following repository will provide anyone the ability of executing TinyML applications using TFLM on Renesas's industry leading [RA family](https://www.renesas.com/us/en/products/microcontrollers-microprocessors/ra-cortex-m-mcus) line of ARM based microcontrollers.
For every example, there will be an instruction set on how to execute the example with the given device.
**Note** Currently, the hello world example have been ported to the EK-RA6M4 and VUI-RA6E1 board but can also easily be ported on other RA family boards as well.
## Ported examples
The examples provided in this repository are shown in table below.
| Board | Examples available |
| ------------- | ------------- |
| [EK-RA6M4](https://www.renesas.com/us/en/products/microcontrollers-microprocessors/ra-cortex-m-mcus/ek-ra6m4-evaluation-kit-ra6m4-mcu-group) | Hello world|
| [VUI-RA6E1](https://www.renesas.com/us/en/products/microcontrollers-microprocessors/ra-cortex-m-mcus/tw001-vuia6e1pocz-ra6e1-voice-user-reference-kit) | Hello world|