Dhruv Sheth / Emotion Recognition Public

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Emotion Recognition

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About this project

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Data (801 items)

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S136_006_00000018.png.1vqnl10n

ID: 17054286

Label: happy

S110_001_00000011.png.1vqnia2r

ID: 17054578

Label: surprise

S073_001_00000012.png.1vqniaue

ID: 17054503

Label: surprise

S090_007_00000014.png.1vqnc9ek

ID: 17054702

Label: anger

S132_003_00000022.png.1vqnm1qb

ID: 17054144

Label: fear

S060_003_00000017.png.1vqnibvu

ID: 17054413

Label: surprise

S062_002_00000016.png.1vqnibvo

ID: 17054422

Label: surprise

S129_006_00000008.png.1vqncclt

ID: 17054677

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

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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	27,867
No. of clones	59