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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S063_002_00000021.png.1vqnl25f

ID: 17054218

Label: happy

S130_013_00000013.png.1vqnl10h

ID: 17054281

Label: happy

S504_001_00000020.png.1vqncd02

ID: 17054664

Label: anger

S506_006_00000042.png.1vqnjh44

ID: 17054409

Label: sadness

S059_001_00000018.png.1vqnibjs

ID: 17054469

Label: surprise

S502_001_00000015.png.1vqncc46

ID: 17054682

Label: anger

S127_010_00000016.png.1vqnccv5

ID: 17054665

Label: anger

S157_002_00000010.png.1vqndsvq

ID: 17054644

Label: contempt

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	19,444
No. of clones	31