Debugging Image Classifiers With Confusion Matrices
Introduction We often rely on scalar metrics and static plots to describe and evaluate machine learning models, but these methods…
How to Monitor a Fraud Detection Model In Production
In this blog post we will leverage Comet’s Model Production Monitoring tool to monitor one of the most popular types…
Evaluate Your Team’s ML Maturity
Machine Learning Models are adding tremendous value to businesses in different sectors. For example, Zappos is able to save millions…
Fixing Object Detection Models with Better Data
Introduction Object detection tasks can be particularly tedious to debug. If you’ve worked with large object detection datasets in the…
Model CI/CD with Comet
Machine Learning Teams are moving their models from solutions like Github and storing them in MLOps platforms like Comet. Comet's…
Reduce Your Model Training Costs With Comet
Model Training is Expensive The cost to train a model is directly proportional to the time it takes to train…
Credit Card Fraud Detection With Autoencoders
In this article, we’ll leverage the power of autoencoders to address a key issue for banks and their customers: credit…
