Dhruv Sheth / Emotion Recognition Public

Target: Cortex-M4F 80MHz Clone this project

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Emotion Recognition

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About this project

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Data (801 items)

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S084_002_00000021.png.1vqnm206

ID: 17054131

Label: fear

S022_005_00000032.png.1vqnbqvr

ID: 17054749

Label: anger

S069_004_00000015.png.1vqnl1un

ID: 17054239

Label: happy

S010_004_00000017.png.1vqnbpei

ID: 17054754

Label: anger

S032_001_00000020.png.1vqnibv6

ID: 17054439

Label: surprise

S068_002_00000013.png.1vqnl213

ID: 17054232

Label: happy

S506_004_00000038.png.1vqnm1th

ID: 17054136

Label: fear

S502_001_00000016.png.1vqncd8e

ID: 17054654

Label: anger

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

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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	23,445
No. of clones	43