Recognition of facial expressions
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تعداد بازدید: 120
کد پروژه: 480210
شرح پروژه
Project : Recognition of facial expressions
—Objective: You have a database of faces shot for each subject with two expressions: serious and smiling. The goal is to build a system for the automatic recognition of facial expressions (serious/smiling).
—Method:
1) Inspecting the structure of the dataset (PCA or similar)
2) Develop binary classifiers (Bayesian and logistic classifier models) that correctly associate expression (serious, smiling) with face.
3) Analyze the classifiers performance (% of correct decisions, sensitivity, specificity, AUC) and determine what classifier model is best.
4) Use LDA to identify which image features are most important for discrimination.
—Bonus: Using the same approach, build a classifier that can also distinguish the person's gender in addition to their expression.
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مهارت ها و تخصص های مورد نیاز
بودجه
750,000 تومان تا 5,000,000 تومان
مهلت برای انجام
7روز
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انجام شده
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