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Ugenteraan/README.md

Hey there! I'm a Senior AI Engineer and a Machine Learning enthusiast. Apart from working a full time job & freelancing for my living, I enjoy contributing to open-source projects to inspire the growth of technology. All my projects here are free to be used in any way you like. Visit https://ugenteraan.github.io/ for more details about my works.

If you'd like to hire me for freelance or consultation, do visit https://cleverx.com/@Ugenteraan-M

You can find my resume and more about me on LinkedIn or message me directly at Telegram.

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  1. Deep_Hierarchical_Classification Deep_Hierarchical_Classification Public

    PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

    Python 87 20

  2. ResNet-50-CBAM-PyTorch ResNet-50-CBAM-PyTorch Public

    Implementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https://www.kaggle.com/puneet6060/intel-image-classification.

    Python 78 21

  3. Face-Recognition-Eigenface-Scratch Face-Recognition-Eigenface-Scratch Public

    Face detection and recognition using Eigenfaces implemented with only NumPy and OpenCV

    Jupyter Notebook 9 5

  4. Masked-AutoEncoder-PyTorch Masked-AutoEncoder-PyTorch Public

    Unofficial implementation of Masked AutoEncoder (MAE) using PyTorch without using any prebuilt transformer modules.

    Python 5

  5. Attention-CNN-Visualization Attention-CNN-Visualization Public

    Visualizing the filters of a traditional CNN and a CNN with an attention mechanism.

    Python 16

  6. Kalman-Filter-Scratch Kalman-Filter-Scratch Public

    Implementation of Kalman Filter from scratch with notes.

    Jupyter Notebook 21 4