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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S128_011_00000016.png.1vqnl0s4

ID: 17054297

Label: happy

S084_001_00000008.png.1vqniath

ID: 17054506

Label: surprise

S137_011_00000020.png.1vqnl0nn

ID: 17054305

Label: happy

S111_001_00000013.png.1vqni9ns

ID: 17054591

Label: surprise

S064_003_00000023.png.1vqnl2fm

ID: 17054180

Label: happy

S502_004_00000052.png.1vqnm1fv

ID: 17054171

Label: fear

S151_002_00000029.png.1vqndsom

ID: 17054645

Label: contempt

S117_001_00000013.png.1vqniasp

ID: 17054530

Label: surprise

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	22,870
No. of clones	43