Journey to Unraveling Computer Vision

This repository contains all the work of EVA 4 Phase 1 sessions.

1) CNN on MNIST Data

2) Experimenting: CNN on MNIST Data

i) Experiment 1

ii) Experiment 2

iii) Experiment 3

iv) Experiment 4

v) Experiment 5

3) Regularization

4) CNN on CIFAR10

5) ResNet18 on CIFAR10

6) GradCAM

7) Classification on CIFAR10 using ResNet18 with hyperparameter tuning

8) Improving CNN

9) Further Investigations

i) ResNet18 on TINY IMAGENET

ii) Creating & Analyzing Custom Dog Dataset