GitHub - abstruse020/ELL-793-ASS2: Assignment 2 of Computer Vision ELL-793, using CNNs on CIFAR10, Tiny and MNIST, it includes fine tuning the model as well

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Assignment 2 of Computer Vision ELL-793, using CNNs on CIFAR10, Tiny and MNIST, it includes fine tuning the model as well

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Part2_ResNet18.ipynb		Part2_ResNet18.ipynb
Part2_a_feature_maps.jpg		Part2_a_feature_maps.jpg
Part2_b_feature_maps.jpg		Part2_b_feature_maps.jpg
Part2_c_feature_maps.jpg		Part2_c_feature_maps.jpg
Part2b_2_acc.png		Part2b_2_acc.png
Part2b_accuracy_all.png		Part2b_accuracy_all.png
Part2b_resnet_pretrained.ipynb		Part2b_resnet_pretrained.ipynb
Part2c_acc_e50.png		Part2c_acc_e50.png
Part2c_tiny.ipynb		Part2c_tiny.ipynb
Part2d_1.ipynb		Part2d_1.ipynb
Part2d_2.ipynb		Part2d_2.ipynb
a2CV.pdf		a2CV.pdf
part1a_acc.png		part1a_acc.png
part1a_acc_top60.png		part1a_acc_top60.png
part1b_drop_acc.png		part1b_drop_acc.png
part1b_l2_acc.png		part1b_l2_acc.png
part1b_l2_acc_first_15.png		part1b_l2_acc_first_15.png
part1b_l2_test_acc.png		part1b_l2_test_acc.png
raw_resnet.ipynb		raw_resnet.ipynb
raw_resnet.py		raw_resnet.py
results_temp.txt		results_temp.txt
ship.jpg		ship.jpg
trial_part2.py		trial_part2.py