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DeXpression

TFLearn Implementation of DeXpression architecture. Batch normalization is used instead of LRN. Gives a precision of 99.3 percent, recall of 99.2 percent and f1-score of 99.2 percent on CKPlus Dataset for human emotion recognition from frontal facial images.

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/learn @arundasan91/DeXpression
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DeXpression

TFLearn Implementation of DeXpression architecture.

Batch normalization is used instead of LRN.

Gives a precision of 99.3 percent, recall of 99.2 percent and f1-score of 99.2 percent on CKPlus Dataset for human emotion recognition from frontal facial images.

Please refer to this GitHub Issue #1 for info regarding the dataset creation.

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GitHub Stars15
CategoryEducation
Updated4mo ago
Forks8

Languages

Python

Security Score

77/100

Audited on Nov 12, 2025

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