[Bio] [Blog] [Del 1 - Write LaTex for Famous Mathematical Equations] [Del 2 - Exploring TensorFlow with MNIST Dataset] [Del 3 - Exploring Data Generation Approaches] [Del 4 - Decide the Neural Network Architecture] |
## Exploring TensorFlow with MNIST DatasetThis deliverable involves exploring TensorFlow with MNIST dataset.MNIST dataset is hosted on Yaan Lecun's website. ## This dataset contains 70000 images of handwritten digits.## These images are divided into three parts as follow:- 55000 data points of training data (mnist.train)
- 10000 points of test data (mnist.test)
- 5000 points of validation data (mnist.validation)
## Each MNIST data point has 2 parts:- Image of a handwritten digit (mnist.train.images)
- Corresponding label (mnist.train.label)
## My code and presentation: |