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Object Tracking with YOLOv8 and Python

June 17, 2024

Table of Contents Object Tracking with YOLOv8 and Python YOLOv8: Reliable Object Detection and Tracking Understanding YOLOv8 Architecture Mosaic Data Augmentation Anchor-Free Detection C2f (Coarse-to-Fine) Module Decoupled Head Loss Object Detection and Tracking with YOLOv8 Object Detection Object Tracking Practical…

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Deep Learning
Keras and TensorFlow
Tutorials

Keras ImageDataGenerator and Data Augmentation

July 8, 2019

In today’s tutorial, you will learn how to use Keras’ ImageDataGenerator class to perform data augmentation. I’ll also dispel common confusions surrounding what data augmentation is, why we use data augmentation, and what it does/does not do. Having a dataset…

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Deep Learning
Keras and TensorFlow
Tutorials

How to use Keras fit and fit_generator (a hands-on tutorial)

December 24, 2018

Last updated on July 4, 2021. In this tutorial, you will learn how the Keras .fit and .fit_generator functions work, including the differences between them. To help you gain hands-on experience, I’ve included a full example showing you how to…

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