RBF neural network,

use neural network for clustering

use neural network for knn

Vision Generative Models

Intro to Image Generation

Recursive Model - PixelRNN

Compression Model - AutoEncoder

Generative Adversarial Networks

Variational Autoencoder

Variational Autoencoder (1)

Normalized Flow

Denoising Diffusion Probabilistic Models

Denoising Diffusion Probabilistic Models (CH)

Object Localization and Detection

Single Object Localization and Classification

Metric - Intersection over Union (IoU)

Intro to Object Detection

R-CNN (Region-based Convolutional Neural Network)

R-CNN Trashed

YOLO (You Only Look Once)

YOLO Loss Function

YOLO Extensions (Next Year?)

YOLO Trashed

DETR (End-to-End Object Detection with Transformers)

Metric - Mean Average Precision

Semantic Segmentation

Implementing Object Localization and Classification

Ground Truth Labels

Ultralytics YOLOv8