Facial_Expression_Recognition

Dataset available at Kaggle

https://www.kaggle.com/jonathanoheix/face-expression-recognition-dataset



Steps included:

  1. Importing the necessary packages
  2. Setting up the (co-lab) system
  3. Importing Data
  4. Putting the Dataset into Groups.
  5. Creating the Model
  6. Design the Train and Eval Process
  7. Creating a Training Loop

Total no. of examples in trainset : 28821
Total no. of examples in validset : 7066
{‘angry’: 0, ‘disgust’: 1, ‘fear’: 2, ‘happy’: 3, ‘neutral’: 4, ‘sad’: 5, ‘surprise’: 6}

image


Total no. of batches in trainloader : 901
Total no. of batches in validloader : 221



OUTPUT

image
image
image