Kaushal28 / Facial-Keypoint-Detection

15 Facial key-point recognition using Tensorflow from scratch

Facial-Keypoint-Detection

15 Facial key-point recognition using Tensorflow from scratch using different neural network models. Used training dataset from this Kaggle challenge: https://www.kaggle.com/c/facial-keypoints-detection

Approaches

1. Simple Fully Connected Nueral Network with single hidden layer with 100 nuerons. Trained this model with 100 epochs and got training error 0.0065 and validation error 0.0089.
2. CNN Model with 3 Convolutional layers and 2 fully connected layers, each with 1000 nuerons. Trained this model with 500 epochs and got training error 0.000017 and validation error 0.0005.