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a few projects i've built - some for university, others just for fun or learning.

tsb-ai-vision

creator and developer

neural network built with yolov5 and pytorch to detect maritime markers as part of the Técnico Solar Boat recruitment. my project was selected as the best and I became part of the team

achievements

  • trained a YOLOv5 object detection model to identify 4 maritime markers
  • collected and labeled real-world data using CVAT
  • successfully ran training using google colab across multiple accounts
  • used shared google drive setup to persist training data during colab resets

technologies

pytorchyolov5google colabcvatpythoncuda