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Image Classification

facial_emotions_image_detection

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Returns facial emotion based on facial human image.

See https://www.kaggle.com/code/dima806/facial-emotions-image-detection-vit for more details.

Classification report:

              precision    recall  f1-score   support

         sad     0.7818    0.8109    0.7961      1798
     disgust     0.9906    1.0000    0.9953      1798
       angry     0.8568    0.8521    0.8544      1798
     neutral     0.8370    0.8254    0.8311      1798
        fear     0.8231    0.8130    0.8180      1797
    surprise     0.9443    0.9338    0.9390      1798
       happy     0.9213    0.9177    0.9195      1798

    accuracy                         0.8790     12585
   macro avg     0.8793    0.8790    0.8791     12585
weighted avg     0.8793    0.8790    0.8791     12585



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