YOLOv8 Performance Improvement Masterclass

Architecture Modification, OpenVino+Quantization, TensorRT, Hyperparameter Tuning, Augmentation,Pseudo-Labeling,on COLAB
4.19 (120 reviews)
Udemy
platform
English
language
Other
category
YOLOv8 Performance Improvement Masterclass
626
students
6 hours
content
Oct 2024
last update
$19.99
regular price

What you will learn

Modify YOLOv8 Architecture to improve object detection speed and accuracy

Boost YOLO v8 Speed in CPU mode with OpenVino and Model Quantization

Improve YOLOv8 Speed in GPU mode using TensorRT Optimization

Tune Hyperparameter

Perform Data Augmentation Techniques That Suit Your Dataset

Add data semi-automatically with Pseudo-Labeling

Deeply Understand YOLOv8 Architecture

Perform YOLOv8 Installation and its dependencies

Understand how Convolutional Neural Network works

Screenshots

YOLOv8 Performance Improvement Masterclass - Screenshot_01YOLOv8 Performance Improvement Masterclass - Screenshot_02YOLOv8 Performance Improvement Masterclass - Screenshot_03YOLOv8 Performance Improvement Masterclass - Screenshot_04
5533526
udemy ID
8/31/2023
course created date
10/23/2023
course indexed date
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