Classifying Images Using Convolutional Neural Networks - IT Assignment Help

Assignment Task

Classifying Images Using Convolutional Neural Networks
This assignment is to explore the concepts covered in the topic so far with respect to training and evaluating classifiers such as the Multi-layer Perceptron (MLP) and Convolutional Neural Networks.
The tasks and the associated weightings towards the final marks are outlined below.
1. Load the CIFAR-10 dataset
2. Classification Exploration
a. Shallow Neural Networks
b. (Deep) Convolutional Neural Networks
c. Transfer Learning
3. Evaluation
a. 10 x 10 CV
4. Discussion

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