Displaying 273 resources

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Shape Description

This lecture overviews Shape Description that has many applications in object recognition and image compression. It covers the following topics in detail: Chain Codes. Polygonal Contour Approximations. Fourier Descriptors. Quadtrees.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Region Segmentation

This lecture overviews Region Segmentation and Texture Description that have many applications in in image analysis, notably in shape description and object recognition It covers the following topics in detail: Image segmentation by thresholding.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Adversarial Machine Learning

This lecture overviews Adversarial Machine Learning that has many applications in DNN robustness and in privacy protection.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Parameter Estimation

This lecture overviews Parameter estimation that has many applications in Statistics and Pattern Recognition.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Fast 3D Convolution algorithms

This lecture overviews Fast 3D Convolution algorithms that has many applications in the fast implementation of 3D image and video filtering, 3D CNNs and motion estimation.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand