DL ICP 5 - SASLEENREZA/Python_DeepLearning GitHub Wiki

Name: Sasleen Reza Shaik, ID:27

Name: Navya Ramya Sirisha, ID:24

Video link : https://drive.google.com/file/d/1_alLfmsfXG8Zc933dYYpPW8CSMlkHZdY/view?usp=sharing

Source code link : https://github.com/SASLEENREZA/Python_DeepLearning/blob/master/DLICP-5/Source/image_classification.py

Introduction:

In this ICP, we have worked on MNIST dataset to achieve image classification and evaluated the model for accuracy.

Objective:

Increasing the performance of model by adding more convolutional layers. Following the instructions (all at once) as per the task and reporting the accuracy.

Approach:

We have added more convolutional layers to increase the accuracy of model. We have also added dropout layers and max pooling to increase model's accuracy.

The accuracy of the model is 54.91% with the loss 1.23

Tensorboard graph