Blog Post Tag - machine learning
7 posts tagged with "machine learning"
State of Deep Learning for Object Detection - You Should Consider CenterNets!
It's 2021 - there has been quite a bit of progress in practical models for object detection.
March 21st 2021
research, machine learning
Real-Time High-Resolution Background Matting | Paper Review
A review of the CVPR 2021 paper "Real-Time High-Resolution Background Matting".
March 3rd 2021
research, paper reading, machine learning
U2Net Going Deeper with Nested U-Structure for Salient Object Detection | Paper Review
A review of the August 2020 U^2-Net paper. Technical overview, practical considerations.
March 2nd 2021
research, paper reading, machine learning
Recent Breakthroughs in AI (Karpathy, Johnson et al, Feb 2021)
Summary of my notes from the Feb 11 Talk on “Recent breakthroughs in AI” .
February 11th 2021
research, paper reading, machine learning
How to Explain HuggingFace BERT for Question Answering NLP Models with TF 2.0
Using gradients to visualize what parts of the question/passage most impact the predicted answer.
July 22nd 2020
machine learning, nlp, tensorflow, howto
Introducing Anomagram - An Interactive Visualization of Autoencoders, Built with Tensorflow.js
An interactive tool that lets you train and evaluate an autoencoder for the task of anomaly detection on ECG data. It lets you visualize performance metrics, internal model state as training progresses, all in the browser.
December 31st 2019
machine learning, visualization, web
Designing Anomagram
A discussion on some of the design and optimizations that support the user experience goals for the Anomagram app.
December 31st 2019
machine learning, visualization, web