This repository contains the codes for the following projects:
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Image filtering and Hough transform - report
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Augmented Reality with Planar Homographies - report
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3D Reconstruction using Epipolar Geometry - report
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Scene Recognition with Bag-of-words - report
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Digit recognition with CNNs- report
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Deep Learning for classification using PyTorch - report:
- Improving BaseNet on CIFAR100: We improve the base model using data normalization, data augmentation, normalization layers and adding more layers.
- Transfer Learning: Load the pre-trained ResNet18 model and modify the fully-connected layers.