Compute Vision Tasks - Blog

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Task	Sub Domain	Description	Models	Data	Tools/Applications	Papers
Image Classification	Image Classification	Image Classification	Image Classification	Image Classification	Image Classification	Image Classification
Image Localization	Image Localization	Image Localization	Image Localization	Image Localization	Image Localization	Image Localization
Object Detection	Object Detection	Object Detection	Object Detection	Object Detection	Object Detection	Object Detection
Object Segmentation	Object Segmentation	Object Segmentation	Object Segmentation	Object Segmentation	Object Segmentation	Object Segmentation
Image Style Transfer	Image Style Transfer	Image Style Transfer	Image Style Transfer	Image Style Transfer	Image Style Transfer	Image Style Transfer
Image Colorization	Image Colorization	Image Colorization	Image Colorization	Image Colorization	Image Colorization	Image Colorization
Image Reconstruction	Image Reconstruction	Image Reconstruction	Image Reconstruction	Image Reconstruction	Image Reconstruction	Image Reconstruction
Image Super-resolution	Image Super-resolution	Image Super-resolution	Image Super-resolution	Image Super-resolution	Image Super-resolution	Image Super-resolution
Image Synthesis	Image Synthesis	Image Synthesis	Image Synthesis	Image Synthesis	Image Synthesis	Image Synthesis

Visual Relationship Detection Image Captioning Face Recognition

Instance Segmentation Semantic Segmentation

References¶

9 Applications of Deep Learning for Computer Vision

Different Computer Vision Tasks