Data Augmentation – What is it?

Posted 5 CommentsPosted in Computer Vision, Deep Learning, Machine Learning, Tutorial

Especially in the field of Machine Learning, you will read about an approach called “Data Augmentation”. This idea is great to boost the performance of your Machine Learning Models. First at all, we want to clarify what Data Augmentation means. Data Augmentation is an approach to generate more training samples for your model without actually […]

“Do It Yourself” – Optical Character Recognition

Posted Leave a commentPosted in Computer Vision, Machine Learning, Tutorial

Today we have a look at how you can create a text recognition software with simple methods without being dependent on Tesseract and similar. We will get to know the following: Semantic Local Binary Patterns (S-LBP): As feature extraction method1 Histograms: As method to efficiently merge/collect features k-Nearest-Neighbor Classifier: As simple method to classify samples […]