Alas! The time has come! The time has come for us to apply our image processing learnings to an actual machine learning problem. For this blog, let us solve a simple classification problem involving leaves. As a group assignment, our team were provided with a directory containing images of leaves…

So far what we have discussed is all about manipulating our images in such a way that we detect blobs, segment objects of interest, among others. How about manipulating these images in terms that we transform them from one form to another? Fret not, image processing got you covered! …

As exemplified in my previous article, we segmented the objects in an image using Color Image Segmentation through the HSV color scale. But that is not the only way we can segment our images. For this blog, we look at the image segmentation process under the lens of chromaticity segmentation. …

Whenever we see images, it is composed of various elements and objects. In some circumstance, there might come a time that you would want to extract a certain object from the image. What would you do? Ah, I know. The first thing you will think of is to crop it…

Images always tell story. Combining and complementing each individual component found in the image, a desired narrative can be drawn. And this is what people are after for — the big picture. However, what if you just wanted to examine each individual component independently on its own? Detaching it from…

Image processing is an interesting yet rigorous undertaking in the field of computing. What makes it more painstaking is the presence of nuances in the structure of these images undergoing analysis. Nuances may come in the form of noise, texture, and structure imbalance to mention a few. …

As the old adage says, an image can paint a thousand words. However, what if the story it conveys does not fit the narrative you wanted to see? You are certain that it should come from that image, but unfortunately it is just not vividly apparent. …

As a recap to my previous article, images are more than just keepers of memoirs. It has been used in various applications out there, making significant impact in day-to-day processes in society. Now, we are going to look at images as numbers under the lens of matrices. Wow! How can…

Memories are commemorated through the realms of the human mind. Our brains could only keep and process information so much that it tends to gradually forget fragments of these as time goes by. Fortunately, images were invented! Images keep us connected with our fond memories, through and through. But, enough…