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barkinadiguzel/README.md

🌑 About Me:

Hello there 🌀

- 🧪 I’m currently working on AI and Deep Learning projects like OCR, image classification, and PyTorch demos.
- ✒️ I’m currently learning advanced computer vision techniques and model optimization.
- ⚡ I’m looking for guidance on experimenting with new deep learning architectures and improving model performance.
- 🔥 Ask me about Python, PyTorch, CNNs, RNNs, CRNNs, OCR, or AI project demos.
- 🔗 How to reach me: [email protected] (or via GitHub DM)

🌐 Socials:

LinkedIn email

💻 Tech Stack:

C++ Python PyTorch Pandas NumPy Matplotlib scikit-learn Git GitHub Arduino

📊 GitHub Stats:


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  1. Attention-Is-All-You-Need-Paper-Replicating Attention-Is-All-You-Need-Paper-Replicating Public

    This project is a from-scratch replication of the “Attention Is All You Need” paper (Vaswani et al., 2017), which introduced the Transformer architecture — the foundation of modern large language m…

    Python 1

  2. Beginner-Projects Beginner-Projects Public

    Collection of beginner-friendly Python projects to practice coding skills. Includes number guessing games, basic data analysis, small ML exercises, and more. Great for learning, experimenting, and …

    Python

  3. AlexNet-PyTorch-Implementation AlexNet-PyTorch-Implementation Public

    PyTorch implementation of the AlexNet architecture for ImageNet classification. This repository replicates the original paper by Krizhevsky et al. (2012).

    Python 1

  4. GoogleNet_ReplicationV2 GoogleNet_ReplicationV2 Public

    Replication of Inception-v2 architecture in PyTorch, including factorized convolutions and auxiliary classifiers. Structured for easy experimentation and forward-pass testing without training.

    Python 1

  5. ShakeDrop-Replication ShakeDrop-Replication Public

    ShakeDrop-Replication implements a ResNet-like architecture with ShakeDrop regularization, which randomly perturbs residual block outputs to improve generalization. It includes customizable residua…

    Python 1

  6. VGG-Replicating VGG-Replicating Public

    This repository is created to modularly replicate the VGG architecture. The purpose is to directly convert the theoretical design into practical PyTorch code.

    Python 1