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purnasai/README.md

Hi there, I am purnasai 👋

I am a Senior Data Scientist/Research enthusiast. I have worked on Traditional ML and Computer vision:
Object Detection Object Classification
Instance segmentation Semantic segmentation
keypoint segmentation Face detection
Image similarity OCR

and in NLP and in Multimodality:

NLP Multimodality
Text classification CLIP
Text summarization(abstract&extract) DINO
Text translation Image captioning
Large Language Models MultiModal RAG

🔬 My research interests are in bridging vision and language modalities or MultiModality Space +Diffusers.

Pinned Loading

  1. Dino_V2 Dino_V2 Public

    Dino V2 for Classification, PCA Visualization, Instance Retrival: https://arxiv.org/abs/2304.07193

    Jupyter Notebook 200 12

  2. CLIP_Image_Retrieval CLIP_Image_Retrieval Public

    Image/Instance Retrieval using CLIP, A self supervised Learning Model

    Python 29 1

  3. Image-Copy-Detection-with-Contextual-Hash-Embedding Image-Copy-Detection-with-Contextual-Hash-Embedding Public

    This is the Code(unofficial) for the paper "CNN Feature Extraction for Image copy Detection with Contextual Hash Embedding"

    Jupyter Notebook 2

  4. Research-paper-reviews Research-paper-reviews Public

    This Repo is a Collection of All the Research Papers that I Reviewed, Annotated and Learnt from.

    1 1

  5. Andrew-ng-deep-learning-course Andrew-ng-deep-learning-course Public

    Assignments, Notebooks, Quizzes of Andrew Deep learning course here

    Jupyter Notebook 1 5

  6. Linear_regression_with_blog Linear_regression_with_blog Public

    Explained Linear Regression on medium, check out the link here:

    Jupyter Notebook 3 11