AgaMiko/100-days-of-code

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AgaMiko/100-days-of-code

AgaMiko

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

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.

Jupyter Notebook

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

Jupyter Notebook

debiasing-effect-of-gans

talks

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

neural-based-data-augmentation

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

academic-kickstart

plastic-object-detection

tiny-mnist-challenge

Tiny MNIST Challenge for university student's class with example codes in matlab and pytorch.

Jupyter Notebook