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SenseCAP A1101 - LoRaWAN Vision AI Sensor for the TinyML learning

DWM23010806

SenseCAP A1101 is a TinyML Edge AI enabled smart image sensor. It supports a variety of AI models such as image recognition, people counting, target detection, meter recoignition etc. It also supports training models with TensorFlow Lite.

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Description

SenseCAP A1101 - LoRaWAN Vision AI Sensor is an image recognition AI sensor designed for developers. It will be your choice to open the door to the new TinyML world if you are:

- a machine learning developer who wants to develop edge AI and vision recognition applications and is finding a low-cost and reliable hardware platform to get started; or

- a software/hardware engineer who is keen to learn about TinyML, the model training process, and the algorism; or

- an enthusiast simply wants to experience the AI machine learning product without writing a line of code; or

- a SenseCAP user who wants to add a vision sensor to meet a specific application need;

- a solution integrator or business developer who has specific AI application demands that need to deploy and scale in a vertical industry using a low-cost LoRaWAN network;

SenseCAP A1101 - LoRaWAN Vision AI Sensor combines TinyML AI technology and LoRaWAN long-range transmission to enable a low-power, high-performance AI device solution for both indoor and outdoor use.

This sensor features Himax's high-performance, low-power AI vision solution which supports the Google TensorFlow Lite framework and multiple TinyML AI platforms.

Feature  

Ultra-Low Power and Powerful Himax Camara: 400Mhz DSP, Maximum camera frame rate 640*480*VGA 60 FPS, Local inferencing

Low Power and Long Range Transmission: Down to 2.3uWh sleep mode power consumption, powered by Wio-E5 LoRaWAN Modules, transfers data up to miles

High Data Security by Edge Computing: Local image inferencing and transfers the final result data to the Cloud, suitable for applications that require limited data transmission and high data privacy.

Easy to Visualize Data: Few clicks to display and manage data via SenseCAP Mate App and SenseCAP Dashboard, wide compatibility with other third-party tools

High Industrial Protection Grade:-40~85℃ operating temperature and IP66 rating, suitable for indoor and outdoor deployment

Easy for Scalable Deployment: 1min to add and configure the device by scanning the device QR code, low LoRaWAN network cost and maintenance cost ensure business scalability.

What SenseCAP A1101 could do

SenseCAP A1101 is a product that needs developers' secondary development in order to deploy in a real-world application, and it enables users:

1) to test SenseCAP A1101 with the two demo models provided in the product (people detection, and meter recognition) and experience Vision AI application;

2) to collect images using SenseCAP A1101 and generate a dataset through an annotate platform (e.g.: RoboFlow);

3) to train and generate their own models through third-party AI training tools and deploy them to SenseCAP A1101;

4) to cooperate with an AI industry partner on dataset generation, model training, algorism developing, etc. to get customized and deployable models for specific application usages and deploy them in the SenseCAP A1101

Specifications  

Vision Al

ML Framework

TensorFlow Lite / PyTorch

Al Hardware Acceleration

400Mhz DSP

Model Resolution

192*192 pixel

Camera

Field of view

Diagonal 82°

Camera Resolution

30W pixel

General Parameters

Product Model

A1101

Microcontroller

Wio-E5

Support Protocol

LoRaWAN v1.0.3 Class A

Built-in Bluetooth

App Tool to change parameters

LoRaWAN® Channel Plan

IN865/EU868/US915/AU915/ AS923/KR920/RU864 *

Max Transmitted Power

19dBm

Sensitivity

-136dBm@SF12 BW=125KHz

Communication Distance

up to 10 km (depending on gateway antenna and environments)

IP Rating

IP66

Operating Temperature

-40 to +85 °C

Operating Humidity

0 to 100%RH (non-condensing)

Device Weight

280g

Cable Length

5 meters

Certification

CE / FCC / RoHS

Battery (Contained in equipment)

Battery Life

Varies depending on model and recognition wake frequency

Battery Capacity

19Ah (non-rechargeable)

Battery Type

Standard D-size SOCl2 Battery

Application:

Person Detection

People Counter

Automatic Meter Reading

Face Detection 

Specific Object Detection 

Gesture Recognition

Useful Link:

SenseCAP A1101 LoRaWAN Vision AI Sensor Specification

SenseCAP A1101 LoRaWAN Vision AI Sensor User Guide

SenseCAP S210X LoRaWAN Sensor Catalogue

FAQ for SenseCAP A1101 LoRaWAN Vision AI Sensor

Product Details
DWM23010806
100 Items
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SenseCAP A1101 - LoRaWAN Vision AI Sensor for the TinyML learning

SenseCAP A1101 is a TinyML Edge AI enabled smart image sensor. It supports a variety of AI models such as image recognition, people counting, target detection, meter recoignition etc. It also supports training models with TensorFlow Lite.

Write your review

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