I have just officially redid the model with EfficientNetB0 and EfficientNetB2 however those were not enough to make it incredibly accurate prediction of your facial expression, I try to keep the whole model as light weight as I possibly can, however because of it the prediction accuracy cannot get above a 68% for now, I will improve on it in future iteration, especially right now the emotion it can detect best are Happy, Sad, Anger and neutral everything else seems to get overshadowed. I will now be moving on to the more aesthetic part of the website and be implementing things like animated website background and interactive stuff. I have just finished the animated space mouse that took me like an hour to draw and another hour to actually implement the animation inside of javascript
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