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  • TH Köln
  • Köln

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blendezu/README.md

🧑‍💻 Hi, I'm Anh Duong Tran!

🎓 Student of Media Technology at University of Applied Sciences Cologne focusing on 📷 Computer Vision, Deep Learning, Image Processing, Camera Technologie and Video Studio Technologie.

🚀 Current Focus

  • Deep Learning Frameworks: PyTorch, TensorFlow
  • AI Object detection & tracking
  • Camera Technologie & Image Processing
  • Embedded AI Vision
  • HailoRT

🧠 Technical Skills

  • Programming: C++, Python, Java
  • Deep Learning Frameworks: PyTorch
  • Computer Vision: OpenCV, RealSense SDK, classical filters, feature detection
  • Object detection & Tracking: YOLO, DeepSORT, Optical Flow
  • Deep Learning: Knowledge of datasets, neural network architectures, training algorithms, and model evaluation
  • Embedded / Hardware: Hailo-8, stepper motor control, camera calibration, stereo camera

📂 Highlighted Projects

Project Description Tech
stereo-autofocus-hailo8-realsense Real-time autofocus system using stereo depth and AI Object detection Hailo8, RealSense D455, Python, OpenCV
vocabulary-app Vocabulary learning app with AI speech and dashboard C++, Qt
raw-fotoeditor-cpp-qt-halide High-performance fotoeditor, raw support, professional workflow C++, Qt, Halide, OpenMP

🎯 Next Goals

  • Learn TensorFlow and TensorRT
  • Optimize real-time vision for edge devices
  • Master Computer Vision algorithms
  • Integrate vision, AI, and embedded systems for autonomous cameras

Pinned Loading

  1. photo-manufactura photo-manufactura Public

    High-performance RAW photo editor built with C++, Qt, Halide & OpenMP — real-time processing, modern GUI.

    C++ 1

  2. stereoscopic-autofocus-system-hailo8-realsense stereoscopic-autofocus-system-hailo8-realsense Public

    Python-based stereo autofocus system using Intel RealSense D455, YOLO detection, SORT tracking, Raspberry Pi 5 and Hailo-8 acceleration

    Python 1

  3. DLODT DLODT Public

    Deep Learning for Computer Vision, Object Detection and Tracking from Scratch

    Jupyter Notebook

  4. LeaLa LeaLa Public

    A vocabulary learning app built with C++ and Qt. Helps users learn and practice new words with flashcards, AI speech-to-text, and much more.

    QML 1