"Golden section"

App for evaluating appearance

IBrand

Task

To develop a mobile application that comprehensively evaluates the beauty of a person's appearance, based on the ideal proportions and symmetry of the “golden section”.

Assessment results should be as accurate as possible and rely on data collected and classified by artificial intelligence.

A trained neural network must recognize various face parameters, regardless of gender, nationality and skin color. The application is aimed at finding candidates for modeling agencies.

Solution

  • A group of algorithms has been developed to obtain a comprehensive assessment of a person's appearance.

  • 1

    At the first stage of the calculation, an ultra-precise residual neural network with the ResNet50 architecture was used.

    The selected model was trained on a dataset containing photographs of faces and the corresponding assessments of their appearance.

  • 2

    8 independent scouts were hired to train the neural network

    They rated the selected girls on a scale from 1 to 5. Based on the results of the assessment, they chose the type most suitable for the modeling agency.

  • 3

    Selected the best photos with neural network evaluation

    To obtain more substantiated results, photographs were collected with the best estimates of the neural network, which were agreed by the recruiters of the modeling agency.

  • 4

    Photo brightness and saturation normalization

    To ensure the same conditions for assigning ratings in different photographs, we performed normalization in terms of brightness and saturation. These photographs were used to calculate the most attractive facial proportions that underlie the assessment.

  • 5

    The total size of the dataset: 65.5 thousand photos of girls.

Technology

Python
TensorFlow
Keras
OpenCv
Lib
NumPy
Pandas
Selenium

Goals achieved

  • With the help of a trained neural network, a dataset of 65.5 thousand photographs of girls and 8 independent evaluators of the appearance of girls, the desired type was selected, which is most suitable for model agencies.

  • The model that undergoes the appraisal of appearance in the application is entered into the database, and the best selected candidates receive a lucrative offer of cooperation from the modeling agency.

BECOME THE FACE OF OUR APP AND GET A $ 3000 retainer

Fill in all the information to take part in the casting!

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