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Srabontideb/README.md

Srabonti Deb

I'm a passionate deep learning enthusiast and front-end developer hailing from Bangladesh.

Connect with me:

srabontideb

 srabontideb srabontideb

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  1. Image_Processing Image_Processing Public

    Course related codes

    Jupyter Notebook

  2. Machine_Learning_Model_Implementations Machine_Learning_Model_Implementations Public

    Supervised & unsupervised learning models on irish_dataset

    Jupyter Notebook

  3. Basic_Neural_network_Algorithms Basic_Neural_network_Algorithms Public

    Jupyter Notebook

  4. Deepfake_project Deepfake_project Public

    A deep learning-based system for detecting and classifying deepfake videos using 3D Convolutional Neural Networks with Inception architecture

    Jupyter Notebook 1

  5. Explainable-Dual-stage-Rag Explainable-Dual-stage-Rag Public

    Explainable dual-stage RAG for medical QA — fuses BM25 + dense retrieval with cross-encoder re-ranking and rationale-grounded generation to mitigate hallucination on noisy clinical text.

    Jupyter Notebook 3

  6. GAN-Enhanced-Gastrointestinal-Disease-Classification GAN-Enhanced-Gastrointestinal-Disease-Classification Public

    This project explores the use of Generative Adversarial Networks (GANs) to improve gastrointestinal (GI) disease classification from endoscopic images, particularly using the Kvasir v2 dataset.

    Jupyter Notebook 1