Machine Learning Models

By Jakub CzakonIn Deep Learning, Machine Learning Models

Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

In this piece we’ll take a plunge into the word of image segmentation using deep learning. We’ll talk about: what image segmentation is And the two main types of image...

By Jakub CzakonIn Deep Learning, Machine Learning Models

Document Classification: 7 pragmatic approaches for small datasets

Document Classification: 7 pragmatic approaches for small datasets Document or text classification is one of the predominant tasks in Natural language processing. It has many applications including news type classification,...

By Jakub CzakonIn Deep Learning, Machine Learning Models

8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem

8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem Jakub Czakon Senior Data Scientist I started using Pytorch to train my models back in early...