Computer Vision Essential Concepts: From Basics to Advanced | Aaweg I

by The Ogre

This is a list of articles (in chronology of their publication date) that Ogre writes when he gets too high with a concept and wishes to put everything, he knows about it on paper before he forgets all.

These articles are intended for a self-revision.

1. Deep Learning concepts for Medical Imaging — A shallow overview
2. Computer Vision: Convolutional Neural Networks (CNNs)
3. Computer Vision: MaxPooling and Dropouts
4. Computer Vision: Upsampling2D & Conv2DTranspose layers in TensorFlow
5. Computer Vision: Semantic Segmentation- An Intuition
6. Computer Vision: U-Net
7. Computer Vision: IoU(Jaccard’s Index), Dice Score/Coefficient

8. Computer Vision: GANs (a non-mathematical intuitive introduction)