/MNIST

Repository for me to learn Computer Vision basics using MNIST Dataset

Primary LanguageJupyter Notebook

MNIST

Repository for me to learn Computer Vision basics using MNIST Dataset

Digits Dataset:

To Do:

  - Test regularization techniques
  - Try to get closer to a 1.0 accuracy

Fashion Dataset:

  • Current Accuracy: 0.9106
  • Current Loss: 0.2882

Techniques Tested & Applied:

  - Data Augmentation
  - Regularization
  - Different activation functions (specifically 'relu' and 'leaky_relu')
  - Dropout
  - Different optimizers

To Do:

  - Come back when more knowledgable about computer vision topics