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.
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
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.pyor
python genderClassificationWithDLIB.pyCover Photo: People vector created by pikisuperstar - www.freepik.com