Dhruv Sheth / Emotion Recognition Public

Target: Cortex-M4F 80MHz 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.

Emotion Recognition

Images

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 (801 items)

View all

S158_002_00000010.png.1vqndsvq

ID: 17054638

Label: contempt

S096_001_00000006.png.1vqniaoe

ID: 17054566

Label: surprise

S082_001_00000014.png.1vqniatk

ID: 17054520

Label: surprise

S071_001_00000013.png.1vqniauk

ID: 17054477

Label: surprise

S133_003_00000045.png.1vqnccn9

ID: 17054675

Label: anger

S106_002_00000015.png.1vqnjhi1

ID: 17054344

Label: sadness

S045_005_00000028.png.1vqnc07l

ID: 17054731

Label: anger

S128_011_00000016.png.1vqnl0s4

ID: 17054297

Label: happy

Model accuracy (Unoptimized (float32))

Validation set

97.6%

Test set

95.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

5767 ms.

Peak RAM usage

297.0K

Flash usage

577.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

801 items

Labels

anger, contempt, fear, happy, sadness, surprise

Project info

Project ID	20136
Project version	1
License	No license attached
No. of views	21,442
No. of clones	35