

ReactJS and Ruby/Python Developer with interest in Data Science and Machine Learning.
…ote that the bounding boxes are all quite tight and encapsulate the text regions fairly accurately. Modifying a model like MaskRCNN and training it with OCR-relevant datasets leads to an effective approach for text localization. It is of interest to note that even though the pixel masks are not inherently required for OCR, we…
…n everything else. With this perspective, we can train a model very similar to MaskRCNN to identify regions of interest (RoI) in an image that are highly likely to contain text, a task that is known as text localization. An e…
…build, and operate this CDN infrastructure, and a significant number of them are written in Python. The network devices that underlie a large portion of the CDN are mostly managed by Python applications. Such applications track the inventory of our network gear: what devices, of which models, with whic…