MJRoBot (Marcelo Rovai) / CommonSense-Sensor-Fusion-Preprocessed-data-v2 Public

Target: Sony Spresense (Cortex-M4F 156MHz) 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.

CommonSense-Sensor-Fusion-Preprocessed-data-v2

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 (269 samples)

View all

scaled_train_df.s36

ID: 479270626

Label: kit

Sample length: 1m 50s

scaled_train_df.s30

ID: 479270634

Label: kit

Sample length: 1m 50s

scaled_train_df.s158

ID: 479270359

Label: lab

Sample length: 1m 50s

scaled_train_df.s22

ID: 479270642

Label: kit

Sample length: 1m 50s

scaled_train_df.s89

ID: 479270563

Label: bath

Sample length: 1m 50s

scaled_train_df.s64

ID: 479270592

Label: bath

Sample length: 1m 50s

scaled_train_df.s154

ID: 479270364

Label: lab

Sample length: 1m 50s

scaled_train_df.s172

ID: 479270319

Label: lab

Sample length: 1m 50s

Model accuracy (Unoptimized (float32))

Validation set

99.5%

Test set

88.6%

On-device performance (Sony Spresense (Cortex-M4F 156MHz), Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.1K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

8h 12m 0s

Sensors

pres, temp, humi, voc, red, green, blue, ir @ 0.1Hz

Labels

bath, kit, lab, serv

Project info

Project ID	281425
Project version	2
License	Apache 2.0
No. of views	26,220
No. of clones	5