Computer Vision

Assignment 1: Hough Transform, Line Segmentation, MLP Classification

Cloverleaf Bridge	Historical Document	Fashion-MNIST Dataset

Assignment 2: ResNet18 Classification, Network Visualization, Style Transfer

CIFAR-10 Dataset	Saliency Map	Style Transfer

Assignment 3: Faster R-CNN - Axis Aligned and Oriented Bounding Box Detection

Scene Text Detection	Fruit Detection	Human Part Detection

Assignment 4: Semantic Segmentation - Fully Convolutional Networks and U-Net

FCN-8s	Residual U-Net

Assignment 5: Vision Transformer, Differential Transformer, CLIP Zero-Shot Classification

Attention Rollout	Layerwise Attention	ImageNet Dataset