Webinar Recording: Running Effective Machine Learning Teams

Workflows and processes are a critical need for every machine learning and AI project. When done well, they can enable you to operate more efficiently and ensure that your hard work can successf...

Deep Learning’s Emissions Problem https://vimeo.com/486015008 In the summer of 2019, a gr...

In this post, we will showcase a Custom Panel dedicated to debugging object detection models. We will use the Penn-Fudan Pedestrian Detection dataset, along with a Faster-RCNN model, with a Resnet5...

Machine Learning models tend to perform inconsistently across different parts of a dataset. Summary performance metrics such as AUC, and F1, are not enough to identify the parts of the data where a model need...

Hugging Face provides awesome APIs for Natural Language Modeling. In particular, they make working with large transformer models incredibly easy. These models can be used off-the-shelf for text generation, translation, an...