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Getting Started
Getting Started: Next Steps
API and SDK references
What is embedded ML, anyway?
Frequently asked questions
Edge Impulse Studio
Dashboard
Devices
Data sources
Data acquisition
Data explorer
Impulse design
Processing blocks
Learning blocks
EON Tuner
Retrain model
Live classification
Model testing
Performance calibration
Deployment
Organizations
Development Platforms
Overview
Officially supported MCU targets
Alif Ensemble E7
Arduino Nano 33 BLE Sense
Arduino Nicla Sense ME
Arduino Nicla Vision
Arduino Portenta H7 + Vision Shield
Espressif ESP-EYE (ESP32)
Himax WE-I Plus
Infineon CY8CKIT-062S2 Pioneer Kit
Nordic Semi nRF52840 DK
Nordic Semi nRF5340 DK
Nordic Semi nRF9160 DK
Nordic Semi Thingy:53
Nordic Semi Thingy:91
Open MV Cam H7 Plus
SiLabs Thunderboard Sense 2
SiLabs xG24 Dev Kit
Sony's Spresense
ST B-L475E-IOT01A
Synaptics Katana EVK
Syntiant Tiny ML Board
TI CC1352P Launchpad
Raspberry Pi RP2040
Officially supported CPU/GPU targets
Community boards
Mobile Phone
Porting Guide
Edge Impulse for Linux
Edge Impulse for Linux
Linux Node.js SDK
Linux Go SDK
Linux C++ SDK
Linux Python SDK
Edge Impulse CLI
Overview
Installation
Serial daemon
Uploader
Data forwarder
Impulse runner
Blocks
Himax flash tool
Deployment
C++ library
Arduino library
Cube.MX CMSIS-PACK
WebAssembly
OpenMV
Edge Impulse firmwares
Tutorials
Continuous motion recognition
Responding to your voice
Recognize sounds from audio
Adding sight to your sensors
Detect objects with bounding boxes
Detect objects with centroids
Sensor fusion
Continuous audio sampling
Running jobs using the API
Hardware specific tutorials
Pre-built datasets
Continuous gestures
Running faucet
Keyword spotting
TensorFlow Lite reference models
Tips & Tricks
Increasing model performance
Data augmentation
Inference performance metrics
Lower compute time
Concepts
What is edge machine learning (edge ML)?
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Officially supported MCU targets
Quick overview:
Development Boards
Officially Supported Sensors
Memory**
Storage***
Architecture
​Alif Ensemble E7​
  • Microphone
  • Camera*
4MB
4MB
Cortex-M55 400MHz + U55-256MACC
  • Accelerometer
  • Microphone
  • Environmental
  • Camera*
256KB
1MB
Cortex-M4F 64MHz
​Arduino Nicla Sense Me​
  • Accelerometer
  • Environmental
64KB
512KB
Cortex-M4 64MHz
​Arduino Nicla Vision​
  • Accelerometer
  • Microphone
  • Camera*
128KB
1MB
Cortex-M7 480MHz
  • Camera
  • Microphone*
512KB
2MB
Cortex-M7 480MHz
  • Camera
  • Accelerometer*
  • Microphone*
  • GPIO*
4MB
4MB
ESP32 240MHz
​Himax WE-I Plus​
  • Camera
  • Accelerometer
  • Microphone
2MB
2MB
ARC DSP 400MHz
​Nordic Semi nRF52840 DK​
  • Accelerometer*
  • Microphone*
256KB
1MB
Cortex-M4F 64MHz
​Nordic Semi nRF5340 DK​
  • Accelerometer*
  • Microphone*
512KB
1MB
Cortex-M33 128MHz
​Nordic Semi nRF9160 DK​
  • Accelerometer*
  • Microphone*
256KB
1MB
Cortex-M33 64MHz
​Nordic Semi Thingy:53​
  • Accelerometer
  • Environmental
​
​
​
​Nordic Semi Thingy:91​
  • Accelerometer
  • Environmental
​
​
​
​OpenMV Cam H7 Plus​
  • Camera
​
​
Cortex-M7 480MHz
  • Accelerometer
  • Microphone
256KB
1MB
Cortex-M4F 40MHz
​SiLabs xG24 Dev Kit​
  • Accelerometer
  • Microphone
  • Camera*
256KB
1.5MB
Cortex-M33 78MHz
​Sony's Spresense​
  • Accelerometer
  • Microphone
  • Camera
1.5MB
8MB
Cortex-M4F 156MHz
​ST B-L475E-IOT01A​
  • Accelerometer
  • Microphone
128KB
1MB
Cortex-M4F 80MHz
​Syntiant Tiny ML Board​
  • Microphone
​
​
​
​TI CC1352P Launchpad​
  • Accelerometer
  • Microphone
80KB
352KB
Cortex-M4F 48MHz
​Rapsberry Pi RP2040​
  • Accelerometer*
  • Microphone*
  • Environmental*
  • GPIO*
256KB
2MB
Cortex-M0+ 133MHz
* Maybe not available on the board and require to attach additional sensors, see the dedicated page for more information.
** RAM used for the latency calculation, may differ from the datasheet.
*** ROM used for the latency calculation, may differ from the datasheet.
Different development board or different sensors? No problem, you can always collect data using the Data forwarder or the Edge Impulse for Linux SDK, and deploy your model back to the device with the Running your impulse locally tutorials. Also, if you feel like porting your board, use this Porting guide.
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Alif Ensemble E7
Last modified 26d ago
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