Manivannan / Cold chain monitoring Public

Target: Nordic nRF9160 DK (Cortex-M33 64MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Cold chain monitoring

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (81 samples)

View all

Normal.2t6ng3o3

ID: 83617997

Label: Normal

Sample length: 30s

Direct Sun Light Exposure.2t68rcqe

ID: 83618019

Label: Direct Sun Light Exposure

Sample length: 30s

Sudden shock.2t6gdgbk

ID: 83618012

Label: Sudden shock

Sample length: 30s

Direct Sun Light Exposure.2t68mo94

ID: 83618021

Label: Direct Sun Light Exposure

Sample length: 30s

Direct Sun Light Exposure.2t68ldss

ID: 83618024

Label: Direct Sun Light Exposure

Sample length: 30s

Normal.2t6nn2am

ID: 83617990

Label: Normal

Sample length: 30s

Direct Sun Light Exposure.2t68jjg7

ID: 83618022

Label: Direct Sun Light Exposure

Sample length: 30s

Normal.2t6nenub

ID: 83617998

Label: Normal

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Nordic nRF9160 DK (Cortex-M33 64MHz), Quantized (int8))

Latency

2 ms.

Peak RAM usage

2.2K

Flash usage

37.2K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

38m 44s

Sensors

accX, accY, accZ, temperature, pressure, humidity, gas res, R , G , B , I @ 10Hz

Labels

Direct Sun Light Exposure, Normal, Over Heat, Sudden shock

Project info

Project ID	84547
Project version	3
License	No license attached
No. of views	42,165
No. of clones	5