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.2t6n821j

ID: 83618000

Label: Normal

Sample length: 30s

Sudden shock.2t6g96fv

ID: 83618013

Label: Sudden shock

Sample length: 30s

Direct Sun Light Exposure.2t68gu7u

ID: 83618023

Label: Direct Sun Light Exposure

Sample length: 10s

Normal.2t6n99i3

ID: 83617995

Label: Normal

Sample length: 30s

Direct Sun Light Exposure.2t68mo94

ID: 83618021

Label: Direct Sun Light Exposure

Sample length: 30s

Direct Sun Light Exposure.2t68hmcu

ID: 83618020

Label: Direct Sun Light Exposure

Sample length: 10s

Sudden shock.2t6g1s25

ID: 83618016

Label: Sudden shock

Sample length: 30s

Direct Sun Light Exposure.2t68ldss

ID: 83618024

Label: Direct Sun Light Exposure

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

3 ms.

Peak RAM usage

2.2K

Flash usage

37.2K

Run this model

On any device

Clone project

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	32,721
No. of clones	4