Aleksander Bojda

Deep Learning and Computer Vision Engineer

Blog About
  • 21.08.2023 PyTorch collate_fn with different data types [TIL #1]
    In this article, we investigate how PyTorch DataLoader collates different types of data and collections by default. We also learn how to implement a custom collate function for our specific data format.
  • 10.07.2023 Projects for the DeepDrive image classification course
    A short note about the projects I've worked on during the course.
  • 28.06.2023 Aquarium object detection #3 - Deploying YOLOv5 object detection with Gradio
    We develop object detection demo with Gradio and deploy it to the HuggingFace Spaces.
  • 26.06.2023 Aquarium object detection #2 - YOLOv5 baseline
    In this article we focus on training and improving a baseline model using the YOLOv5 framework. It also introduces basic model evaluation techniques.
  • 10.06.2023 Aquarium object detection #1 - Project motivation, assumptions and exploratory data analysis
    This is the first part of a series about aquarium object detection. It covers the project motivation, project assumptions, and exploratory data analysis (EDA) of the Aquarium Combined dataset.