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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S131_001_00000016.png.1vqnia37

ID: 17054588

Label: surprise

S011_003_00000014.png.1vqnm1lc

ID: 17054160

Label: fear

S095_007_00000019.png.1vqnl0ni

ID: 17054303

Label: happy

S029_001_00000018.png.1vqnbsuc

ID: 17054741

Label: anger

S076_006_00000018.png.1vqnl1jp

ID: 17054262

Label: happy

S106_002_00000016.png.1vqnjhhv

ID: 17054357

Label: sadness

S100_002_00000014.png.1vqniaoa

ID: 17054571

Label: surprise

S129_006_00000010.png.1vqncd2h

ID: 17054666

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	21,402
No. of clones	35