Cascade Models in Computer Vision to Boost Accuracy and Performance

Explore cascade models in computer vision to enhance accuracy and performance in this 12-minute conference talk from Conf42 ML 2023. Delve into the fundamentals of classification and object detection tasks, understanding the challenges faced in these areas. Examine a practical cascade example and gain insights into why this approach is effective. Learn about relevant metrics and dataset considerations for implementing cascade models. Discover deployment strategies and real-world examples of cascade models in action. Gain valuable knowledge to improve your computer vision projects and boost overall performance.

Intro
preface
classification
object detection task
difficulties
cascade example
why does it work?
metrics
dataset
deployment
examples
thank you!