Converting FC Layers to Conv Layers

4th July, 2019

CNN revolutionized image classification task. But their power lies in the fact that they can sustain spatial information, unlike a dense neural network. The spatial information can thus be modified, manipulated and interpolated by computers to understand more from an image and not just classify.

Semantic Segmentation is one such aspect of computer vision and image processing in general whereby every pixel has a story to convey. We humans can judge and infer so many spatial information by looking at an image. The possibilities offered by semantic segmentation opened this door for computers too, thus advancements in technologies like autonomous vehicles.

​😋 Read the article here.