Published inMLearning.ai·Jun 26, 2022Computer Vision on Doo-Doo?!How Smartphone Applications use Artificial Intelligence and Computer Vision to Asses Stool Form. Contents What’s up? Details! Relevance? Implications! 1. What’s up? According to a recent study, a computer vision model can identify medically important features of faeces as precisely as doctors and more effectively than the majority of patients. …Artificial Intelligence3 min readArtificial Intelligence3 min read
Published inMLearning.ai·Jun 19, 2022DALL·E mini Explained with DemoHow to create images from a text prompt: DALL·E Mini, a replica of the OpenAI DALL·E, explained and demonstrated. — OpenAI had the first impressive model for generating images with DALL·E. DALL·E mini is an attempt at reproducing those results with an open-source model. Content History Demo Model Architecture DALL·E mini History A small group of scientists began work in mid-2021 on replicating the outcomes of OpenAI’s DALL·E using a smaller architecture. They…Computer Vision3 min readComputer Vision3 min read
Published inMLearning.ai·Jun 13, 2022The Johnson-Lindenstrauss Lemma in PythonHow to leverage the JL Lemma using Python. — This article discusses a stunning outcome in the realm of dimensionality reduction. It is, without a doubt, one of the most powerful and gratifying statements about dimensionality reduction in Euclidean domains. It is named after the mathematicians William B. Johnson (1944–) and Joram Lindenstrauss (1936–2012), who proved it in 1984. Content …Data Science4 min readData Science4 min read
Published inMLearning.ai·May 29, 2022Getting Contextualized Word Embeddings with BERTHow to obtain contextualized word embeddings with BERT using Python, PyTorch, and the transformers library. — NLP5 min readNLP5 min read
May 1, 2022What is Machine Learning?The term Machine Learning might sound a bit intimidating. It is sometimes associated with scary accurate recommender systems or humanoid robots. However, the fundamentals of machine learning are actually not that complicated. Check out my youtube video on the topic here. The Basic Concept If you, as a human, were given two (x…Artificial Intelligence4 min readArtificial Intelligence4 min read
