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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S082_005_00000017.png.1vqnc771

ID: 17054706

Label: anger

S136_006_00000018.png.1vqnl10n

ID: 17054286

Label: happy

S130_009_00000017.png.1vqnjhfl

ID: 17054364

Label: sadness

S096_004_00000011.png.1vqnl0if

ID: 17054314

Label: happy

S032_006_00000016.png.1vqnl2m7

ID: 17054184

Label: happy

S054_003_00000007.png.1vqnibve

ID: 17054438

Label: surprise

S098_004_00000015.png.1vqnl0ea

ID: 17054317

Label: happy

S050_004_00000021.png.1vqnc1as

ID: 17054726

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	24,038
No. of clones	49