face_analytics

Face Analytics

Dataset Used: CelebFaces Attributes (CelebA) Dataset

Specifications

• The model uses transfer learning from keras Inception Model
• Model Accuracy

Accuracy:		0.907
Male Accuracy:		0.98
Smiling Accuracy:	0.86
Young Accuracy:		0.88

Inputs

• The Model Takes and image as input of size (128 x 128)
• The image is then preprocessed before sending to predict

Outputs

• Model is predicting outputs for 3 classes
  • Male | Female
  • Smiling | Not Smiling
  • Young | Aged

Training Plot

Test Results

Sample Results

Correct Images out of 20 Total for 3 models