Face Classification

In this project, one or more human faces are detected in real time and predictions are made about the faces detected by AI models trained in the background.

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Emotion Recognition

I used only Transfer Learning models in this project to get faster and better results. For Emotion Recognation:

• VGG16,
• VGG19,
• ResNet,
• Inception,
• Xception,

I experimented with transfer learning models. I used the Xception model in this section because it gives the best result.

If you want to run real time face emotion recognition:

python emotionRecognition.py

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Gender Classification

I used only Transfer Learning models in this project to get faster and better results. For Gender Classification:

• VGG16,
• VGG19,
• ResNet,
• Inception,
• Xception,

I experimented with transfer learning models. I used the VGG16 model in this section because it gives the best result.

If you want to run real time gender classificatin:

python genderClassificationWithDNN.py

or

python genderClassificationWithDLIB.py

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License

Cover Photo: People vector created by pikisuperstar - www.freepik.com