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Exploring the Landscape of Machine Learning: Techniques, Applications, and...
Home » svm Table of Contents Exploring the Landscape of Machine Learning: Techniques, Applications, and Insights Introduction: The Power of Machine Learning in Modern Industries What Is Machine...
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Face detection tips, suggestions, and best practices
In this tutorial, you will learn my tips, suggestions, and best practices to achieve high face detection accuracy with OpenCV and dlib. We’ve covered face detection four times on the PyImageSearch...
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Face detection with dlib (HOG and CNN)
In this tutorial, you will learn how to perform face detection with the dlib library using both HOG + Linear SVM and CNNs. The dlib library is arguably one of the most utilized packages for face...
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Machine Learning in Python
Struggling to get started with machine learning using Python? In this step-by-step, hands-on tutorial you will learn how to perform machine learning using Python on numerical data and image data. By...
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Multi-class SVM Loss
A couple weeks ago,we discussed the concepts of both linear classification and parameterized learning. This type of learning allows us to take a set of input data and class labels, and actually learn...
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Local Binary Patterns with Python & OpenCV
Well. I’ll just come right out and say it. Today is my 27th birthday. As a kid I was always super excited about my birthday. It was another year closer to being able to drive a car. Go to R rated...
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HOG detectMultiScale parameters explained
Last week we discussed how to use OpenCV and Python to perform pedestrian detection. To accomplish this, we leveraged the built-in HOG + Linear SVM detector that OpenCV ships with, allowing us to...
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Pedestrian Detection OpenCV
I’ve met a lot of amazing, uplifting people over the years. My PhD advisor who helped get me through graduate school. My father who was always there for me as a kid — and still is now. And my...
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(Faster) Non-Maximum Suppression in Python
I have issues — I can’t stop thinking about object detection. You see, last night I was watching The Walking Dead and instead of enjoying the zombie brutality, the forced cannibalism, or the...
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Train your own custom image classifiers, object detectors, and object trackers.
Did you watch the Super Bowl this past weekend? I did. Kind of. I spent Super Bowl Sunday (which is practically a holiday in the United States) at my favorite Indian bar. Pounding Kingfisher beers....
View ArticleClik here to view.
Face detection tips, suggestions, and best practices
In this tutorial, you will learn my tips, suggestions, and best practices to achieve high face detection accuracy with OpenCV and dlib. We’ve covered face detection four times on the PyImageSearch...
View ArticleClik here to view.
Face detection with dlib (HOG and CNN)
In this tutorial, you will learn how to perform face detection with the dlib library using both HOG + Linear SVM and CNNs. The dlib library is arguably one of the most utilized packages for face...
View ArticleClik here to view.
Machine Learning in Python
Struggling to get started with machine learning using Python? In this step-by-step, hands-on tutorial you will learn how to perform machine learning using Python on numerical data and image data. By...
View ArticleClik here to view.
Multi-class SVM Loss
A couple weeks ago,we discussed the concepts of both linear classification and parameterized learning. This type of learning allows us to take a set of input data and class labels, and actually learn...
View ArticleClik here to view.
An intro to linear classification with Python
Over the past few weeks, we’ve started to learn more and more about machine learning and the role it plays in computer vision, image classification, and deep learning. We’ve seen how Convolutional...
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Local Binary Patterns with Python & OpenCV
Well. I’ll just come right out and say it. Today is my 27th birthday. As a kid I was always super excited about my birthday. It was another year closer to being able to drive a car. Go to R rated...
View ArticleClik here to view.
HOG detectMultiScale parameters explained
Last week we discussed how to use OpenCV and Python to perform pedestrian detection. To accomplish this, we leveraged the built-in HOG + Linear SVM detector that OpenCV ships with, allowing us to...
View ArticleClik here to view.
Pedestrian Detection OpenCV
I’ve met a lot of amazing, uplifting people over the years. My PhD advisor who helped get me through graduate school. My father who was always there for me as a kid — and still is now. And my...
View ArticleClik here to view.
(Faster) Non-Maximum Suppression in Python
I have issues — I can’t stop thinking about object detection. You see, last night I was watching The Walking Dead and instead of enjoying the zombie brutality, the forced cannibalism, or the...
View ArticleClik here to view.
Train your own custom image classifiers, object detectors, and object trackers.
Did you watch the Super Bowl this past weekend? I did. Kind of. I spent Super Bowl Sunday (which is practically a holiday in the United States) at my favorite Indian bar. Pounding Kingfisher beers....
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