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  1. Restoring_Classics_to_4K Public

    Developed an image colorization pipeline utilizing Non-Local Means, Total Variation, and Wavelet Denoising for noise removal, with SIFT and ResNet backbones for feature extraction on ImageNet-1k, a…

    Jupyter Notebook

  2. Optimal_Transport_Aggregation_For_Robust_Textual_Descriptors Public

    This project enhances text encoders' global descriptors by implementing advanced aggregation techniques from computer vision literature, to improve sentence-level representations. We utilize models…

    Python

  3. Attention_Is_All_You_Need_From_Scratch Public

    Implementation of the NeurIPS 2017 paper "Attention is All You Need" from scratch

    Jupyter Notebook

  4. Statistical-Methods-In-AI-M23 Public

    Coursework done as part of the Statistical Methods in AI course offered in Monsoon 2023 by Prof. Ravi Kiran Sarvadevabhatla, IIITH. Topics covered include KNNs, Decision Trees, Dimensionality Reduc…

    Jupyter Notebook 1

  5. Object_Detection_And_Tracking Public

    Explored Classical and DL based approaches - Employed the Viola-Jones facial classifier for face detection and tracking, adjusting hyperparameters to optimize the quality of detections and tracks. …

    Jupyter Notebook

  6. UNet_Segmentation Public

    Segmentation pipeline that uses a U-Net backbone to perform segmentation on the Cityscapes dataset. Conducted experiments to analyse the impact of the skip connections of the U-Net on the quality o…

    Jupyter Notebook

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February 2025

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