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Machine Learning with ML.NET – NLP with BERT

Machine Learning with ML.NET – NLP with BERT

So far, in our ML.NET journey, we were focused on computer vision problems like Image Classification and Object Detection. In this article, we change a direction a bit and explore NLP (Natural Language Processing) and the set of problems we can solve with machine...
Machine Learning with ML.NET – Object detection with YOLO

Machine Learning with ML.NET – Object detection with YOLO

In one of the previous articles, we explored image classification as one of the most common computer vision problems. However, this type of problem is not applicable to more complex projects, like let’s say self-driving cars. Problems from the real world usually...
Machine Learning with ML.NET – Random Forest

Machine Learning with ML.NET – Random Forest

In a previous couple of articles, we explored some basic machine learning algorithms and how they fit into the .NET world. Thus far we covered some simple regression algorithms, classification algorithms. Apart from that, we learned a bit about unsupervised learning,...