Agnieszka Mikołajczyk

data-augmentation-review. List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

waste-datasets-review. List of image datasets with any kind of litter, garbage, waste and trash

bird-recognition-review. A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

pixel_character_generator. Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

machine-learning-acronyms. A comprehensive list of ML and AI acronyms and abbreviations.

GEBI. GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset

xeno-canto-download. Easy and ready-to-use script to download bird sound files and jsons from www.xeno-canto.org based on search terms.

debiasing-effect-of-gans. Python

100-days-of-code. My 100 days journey with coding to improve my Machine Learning, Deep Learning, Data Science skills

schema-first-prompting. Let the schema do the prompting. Pydantic models for LLM structured output — design patterns, field ordering, and the rules that keep prompt and model from contradicting each other.

talks. Slides from my recent presentations about artificial intelligence, explainable AI, computer vision, audio analysis and other

academic-kickstart. SCSS

plastic-object-detection. HTML

neural-based-data-augmentation. Improving generalization via style transfer-based data augmentation: Novel regularization method