Machine Learning for Computer Vision

https://www.matlabcoding.com/2024/05/machine-learning-for-computer-vision.html


What you'll learn

Prepare data and create features for classifying images

Train & evaluate models to classify images using

Train & evaluate object detection machine learning models

Customize model training for different applications using cost matrices

Mastering Programming with MATLAB https://www.matlabcoding.com/2023/11/mastering-programming-with-matlab.html

Advanced Engineering Mathematics with MATLAB by Dean G. Duffy



For students : https://www.matlabcoding.com/2019/10/advanced-engineering-mathematics-with.html



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Exploratory Data Analysis with MATLAB
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Automating Image Processing
https://www.matlabcoding.com/2024/05/automating-image-processing.html

Guide to MATLAB

Communication systems principles using MATLAB



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Advanced Deep Learning Techniques for Computer Vision https://www.matlabcoding.com/2024/05/advanced-deep-learning-techniques-for.html

PID and Predictive Control of Electrical Drives and Power Converters using MATLAB

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PID Controller Tuning in Simulink

Object Tracking and Motion Detection with Computer Vision https://www.matlabcoding.com/2024/05/object-tracking-and-motion-detection.html

Matlab: Modelling, Programming and Simulations

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Robust Battery Management System Design with MATLAB

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Algorithms for Battery Management Systems Specialization



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Designing Equivalent-Circuit Models: Learn to create models that accurately represent the behavior of lithium-ion battery cells, a fundamental skill for developing robust BMS.

State-of-Charge (SOC) Estimation: Gain expertise in implementing SOC estimators, essential for predicting how much charge a battery has left, which is crucial for both battery longevity and reliability.

State-of-Health (SOH) Estimation: Understand how to evaluate the health of a battery over time, ensuring that the battery operates safely and efficiently.

Battery Pack Balancing and Power Estimation: Learn the techniques to balance cells within a battery pack and estimate power limits, ensuring optimal performance and safety.

Battery State-of-Health (SOH) Estimation https://www.matlabcoding.com/2024/06/battery-state-of-health-soh-estimation.html

Simulation of Dynamic Systems with MATLAB and Simulink by Harold Klee (Author), Randal Allen (Author)

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Solving Applied Mathematical Problems with MATLAB



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Fundamentals of Statistical Signal Processing

For students: https://www.matlabcoding.com/2020/04/fundamentals-of-statistical-signal_26.html



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