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JimWid/README.md

Hey you, yes you...

I am an undergrad doing a BS in Computer Science and BA in Mathematics. I like to build deep neural networks. I am planning to specialize in Computer Vision to get in the field of Autonomous Vehicles. Pretty much self-taught but there is no much pride in it when is the minimum you have to do nowadays.

Projects I am proud of:

  • Rubiks Cube Detector and Solver
  • Transformer from Scratch
  • Neural Networks

Always trying to learn

Contact Me:

Pinned Loading

  1. Anomaly_Detection Anomaly_Detection Public

    Forked from Pixeptron-Vision/anomaly_detection_v2

    AI-Powered Industrial Quality Control: Build a Visual Defect Detection System Build an end-to-end machine vision system that automatically detects surface defects in manufacturing environments usin…

    Jupyter Notebook

  2. Transformer-From-Scratch Transformer-From-Scratch Public

    Transformer from Scratch with PyTorch. Includes training loops and testing trained models. Used for Classification, Text Generation, and Translation. To deeply understand how transformers work unde…

    Jupyter Notebook 4

  3. Rubiks_Cube_Solver Rubiks_Cube_Solver Public

    Computer Vision webapp to detect and solve physical Rubik's Cubes in real time. Using a fine-tuned YOLO model in ONNX. Deployed in Vercel.

    TypeScript 5 1

  4. Neural_Networks Neural_Networks Public

    Neural Networks from Scratch! To finally understand deep learning models conceptually and how math translates to code!

    Python

  5. Churn-Prediction-System Churn-Prediction-System Public

    Machine Learning model that predicts customer churn using real telecom data. Performing EDA, model training, evaluation, and a Streamlit app for deployment.

    Jupyter Notebook 1

  6. Lost-And-Found Lost-And-Found Public

    Full-Stack website to automate reports of lost items, for university use.

    TypeScript 1 1