Facial Recognisition System using OpenCV and Keras.
Pandas
Numpy
Tensorflow
Keras
opencv
In this model, I have taken Fer2013 dataset from Kaggle which has 3 coloums namely Emotion,pixel(48x48) and usage(labeled as Training ,public test and private test)
Here i have applied Convolutional neural networks (CNN) to perform the task and constructed a CNN using Keras and Tensorflow.
I first used mean standardization but the results were not accurate ,next i used the min-max standardization which somewhat improved the acuracy of prediction
Face Recognition.ipynb - This is the main model used to save weight and json file.
tester.ipynb-This is the driver code which takes the saved weights and json file