Archives for denoising
The life cycle of a machine learning models involves a training phase, where a typical data scientist develops a model with good prediction based on historical data and features extracted from the data at hand. This model is then put into production with the hope that it would continue to have similar predictive performance during…
The post How Feature Extraction Can Be Improved With Denoising appeared first on Analytics India Magazine.
While you are busy zooming in and out to look at a picture more carefully on your smartphone, digital zooming tries to maintain the resolution by running algorithms in the background to fill in the missing pieces (pixels) of the image. Most of these image-up scaling techniques deploy machine learning where models learn mapping (selecting…
The post Why A Joint Learning Strategy Can Be The Solution To All Image Processing Problems appeared first on Analytics India Magazine.