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siromermer/README.md

Hello, welcome to my little world. I am a 4th-year Computer Engineering student living in Turkey. I have been working on computer vision and deep learning for the past 2 years.

On GitHub, I share my personal projects, and most of them are related to computer vision.

I love writing articles about computer vision and deep learning, and for the past year, I have published them on Medium (note: the content is not updated). At the beginning of this summer, I launched my own website: visionbrick.com. I strongly recommend reading from visionbrick, because the content on Medium is outdated. Also, you can find more information about me on visionbrick (but of course, only if you are interested :D).

Also, I share notebooks about Deep Learning on Kaggle


I have 3 main repositories here; you can see them below in the Pinned Repositories

  • The first one is about chess. It is a dynamic pipeline for generating FEN format (a format like Chess.com and Lichess.org) from images and video feed (OAK-D Lite). It works with different angles, chessboards, and pieces.
  • The second one is some kind of extension (okay, I admit it is not an extension) for the CSGO game. It detects enemies and directly triggers the mouse to aim at the enemy’s head and shoot for you.
  • The third one is where I collect all my small computer vision projects, and they all have blog posts on my personal website visionbrick.com and on my Medium account.

Pinned Loading

  1. CS2-CSGO-Yolov8-Yolov7-ObjectDetection CS2-CSGO-Yolov8-Yolov7-ObjectDetection Public

    Extension for CSGO game: a real-time object detection extension by training YOLOv8 model to enhance aiming precision within the Counter-Strike: Global Offensive (CSGO) game.

    Jupyter Notebook 45 3

  2. Dynamic-Chess-Board-Piece-Extraction Dynamic-Chess-Board-Piece-Extraction Public

    Pipeline to convert real-life chess boards into a 2D digital format(FEN) from images and live camera feeds. The system has 2 versions: one for real-time processing using the OAK-D Lite camera and …

    Jupyter Notebook 25 6

  3. OpenCV-Projects-cpp-python OpenCV-Projects-cpp-python Public

    Computer vision projects focused on object detection, object tracking, classical computer vision techniques, image segmentation, feature extraction algorithms, and more. Python and C++ implementati…

    Jupyter Notebook 44 3