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sq7alx/README.md

Hello, I'm Ola

I’m focused on AI applications, machine learning, and making tools I wish already existed 🌞

🌕 Currently Working On

  • Mobile app with:
    • hierarchical real-time computer vision model (ResNet & BiSeNet) to detect hair type (1a-3c curl categories)
    • Integrated with a RAG-based cosmetics recommender

🌗 Tech & Tools

  • Languages & Frameworks: Python, PyTorch, Tensorflow, Flask, Flutter
  • ML & AI:
    • computer vision (image classification, object detection & segmentation, OCR) [CNN, ResNet, ViT, YOLO]
    • RAG-based systems,
    • fine-tuning LLMs,
  • Other: EDA, automation pipelines

🌑 Interests

  • amateur radio, electronics, astronomy & astrophysics
  • running, yoga, reading, crocheting

Pinned Loading

  1. hair-type-classifier hair-type-classifier Public

    ResNet-based hierarchical classifier for hair curl types (3 types x 3 subtypes) integrated with BiSeNet segmentation.

    Python

  2. cv-yarn-usage-estimator cv-yarn-usage-estimator Public

    Computer vision with YOLOv11 for detecting crochet stitches and estimating yarn usage.

    Jupyter Notebook

  3. books-wishlist-price-checker books-wishlist-price-checker Public

    Tool to find second-hand book deals on SkupSzop based on Goodreads shelves/wishlist

    Python

  4. CNN-for-breast-cancer-detection CNN-for-breast-cancer-detection Public

    Neural network (CNN) for detecting normal, benign or malignant cancer stage on ultrasound images of breast.

    Jupyter Notebook

  5. Pedometer Pedometer Public

    The Flutter project for measuring steps ( in the short future it will be also counting calories burned and displaying it via food API)

    Dart 1

  6. Antenna-switch-LM3914 Antenna-switch-LM3914 Public

    Antenna switch for ICOM706MKIIG using LM3914, for 160, 80, 20, 17 meters. [PL] Przełącznik antenowy do transceivera ICOM 706MKIIG w oparciu o linijkę LM3914 i przekaźniki. Regulacja helipotem na cz…