In the next few posts, I am going to discuss how to use the generalization metrics included in the open-source weightwatcher tool. The goal is

Weighwatcher is an open-source Model Monitoring tool that provides Data-Free Diagnostics for production-quality Deep Neural Networks (DNNs). It. can tell you if your model is

Deep Neural Networks (DNN) require a lot of training data. Even fine-tuning a model can require a lot. A LOT. So how can you know

Are your models over-trained ? The weightwatcher tool can detect the signatures of overtraining in specific layers of a pre/trained Deep Neural Networks. In the

What is WeightWatcher ? The WeightWatcher tool is an open-source python package that can be used to predict the test accuracy of a series similar