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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S148_002_00000013.png.1vqndsvq

ID: 17054640

Label: contempt

S106_006_00000011.png.1vqnkvvf

ID: 17054337

Label: happy

S098_004_00000014.png.1vqnl0eb

ID: 17054325

Label: happy

S062_002_00000015.png.1vqnibvp

ID: 17054428

Label: surprise

S056_003_00000008.png.1vqnibk4

ID: 17054452

Label: surprise

S076_001_00000016.png.1vqniau0

ID: 17054505

Label: surprise

S042_001_00000018.png.1vqnibk7

ID: 17054460

Label: surprise

S066_002_00000022.png.1vqniave

ID: 17054476

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	21,445
No. of clones	35