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code snipets for easy access

2D discrete Wavelet Transform for Image Classification and Segmentation

Normalizing Flow based Evaluation Metric for Generative Models

Transcribe using Whisper

Normalizing Flow based Evaluation Metric for Generative Models

Single Image Super Resolution Using WaveMix

Wavelet-based Image InPainting Model

Clash of Backbones

Dataloaders for standard datasets

Dual Optimizer Training

Visualize Vision Models by looking at Kernel Maps, Outputs in each layer and Occlusion Analysis

Vision Xformers

Code to train Cityscapes Dataset with colour labels

Metrics used for different computer vision tasks

Convolutional Xformers for Vision

ImageNet-1k Dataloader

Convolutional Xformers for Vision (CXV) are hybrid models that use both convolutional and linear transformers for Computer Vision Applications

DataLoader for TinyImageNet Dataset

Analyze the performance of 7 optimizers by varying their learning rates

Using LSTM for sentiment analysis of IMDB movie reviews and using GloVe Embeddings for analogy tasks

Creating Constituency Parse tree of a simple sentence given its Dependency Parsing

Using Conditional Random Fields to Chunk the words in a sentence

Using Bi-LSTM for chunking of words in sentences

We use Bi-LSTM to learn to tag the Parts of Speech in a sentence using NLTK Brown corpus Dataset.