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vineeths96 (Vineeth S) Β· GitHub

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vineeths96/README.md

π‡πžπ₯π₯𝐨 𝐟𝐞π₯π₯𝐨𝐰 <πšπšŽπšŸπšŽπš•πš˜πš™πšŽπš›πšœ>!

Welcome to my GitHub profile.

I am Vineeth, currently contributing to Qualcomm as a Machine Learning Engineer.
Previously, I was a masters student in Artificial Intelligence at the Indian Institute of Science, Bengaluru.
You will likely find machine learning and data science projects along with some DSA projects here.
Feel free to clone projects, raise issues, and submit PRs if you think something could be made better.
Happy Coding!

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  1. Spoken-Keyword-Spotting Spoken-Keyword-Spotting Public

    In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.

    Python 113 24

  2. Compressed-Transformers Compressed-Transformers Public

    In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization aware training of the linear layers and demonstrate the perform…

    Python 24 2

  3. Video-Interpolation-using-Optical-Flow Video-Interpolation-using-Optical-Flow Public

    In this repository, we deal with the task of video frame interpolation with estimated optical flow. To estimate the optical flow we use Lucas-Kanade algorithm, Multiscale Lucas-Kanade algorithm (wi…

    Python 38 6

  4. Natural-Language-Inference Natural-Language-Inference Public

    In this repository, we deal with the task of implementing Natural Language Inferencing (NLI) using the SNLI dataset. Different methods such as SumEmbeddings, BiLSTM, BiGRU, Transformers, and Logist…

    Python 7 2

  5. Generative-Image-Compression Generative-Image-Compression Public

    In this repository, we focus on the compression of images and video (sequence of image frames) using deep generative models and show that they achieve a better performance in compression ratio and …

    Python 9 1

  6. Video-Interpolation-using-Deep-Optical-Flow Video-Interpolation-using-Deep-Optical-Flow Public

    In this repository, we deal with the task of video frame interpolation with estimated optical flow. To estimate the optical flow we use pre-trained FlowNet2 deep learning model and experiment by fi…

    Python 10 2

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