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Brian Hulela

Brian Hulela

Feature Extraction and Convolutional Neural Networks

Brian Hulela

Brian Hulela

Supervised Learning Concepts Made Simple

Vision Intelligence Review
Brian Hulela

By

Brian Hulela

Insights and analysis on computer vision, perception systems, and the expanding frontier of visual intelligence in AI.

Featured
Feature Extraction and Convolutional Neural Networks
Vision Intelligence Review

Vision Intelligence Review

Feature Extraction and Convolutional Neural Networks

29 Apr 2026

•

4 min read

Supervised Learning Concepts Made Simple
Vision Intelligence Review

Vision Intelligence Review

Supervised Learning Concepts Made Simple

29 Apr 2026

•

4 min read

Articles (17)

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Fine-tuning a YOLO11 Object Detection Model for Kidney Stones Detection

Adapting a Pretrained Model for a Specialized Medical Task

Fine-tuning a YOLO11 Object Detection Model for Kidney Stones Detection

25 Jun 25

•

20 min read

1

1

32

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Training a Convolutional Neural Network for Object Detection: Number Plate Detection

Teaching Machines to Spot and Frame Number Plates in Images

Training a Convolutional Neural Network for Object Detection: Number Plate Detection

25 Jun 25

•

25 min read

2

3

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Training a Convolutional Neural Network for Binary Classification: Cats vs. Dogs

A Hands-On Introduction to CNN Training Using a Classic Image Dataset

Training a Convolutional Neural Network for Binary Classification: Cats vs. Dogs

25 Jun 25

•

14 min read

6

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Feature Extraction and Convolutional Neural Networks

Understanding the Core Mechanics Behind Object Detection

Feature Extraction and Convolutional Neural Networks

25 Jun 25

•

4 min read

1

11

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Introduction to Object Detection

Understanding How Machines See and Detect Objects in Images

Introduction to Object Detection

25 Jun 25

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8 min read

2

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Fine-Tuning and Transfer Learning Explained

Build Better Models Faster Using Knowledge from Existing Networks

Fine-Tuning and Transfer Learning Explained

10 Apr 25

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3 min read

6

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

An Overview of Image Data Augmentation in Deep Learning

Solving the Problem of Limited Data with Image Augmentation

An Overview of Image Data Augmentation in Deep Learning

08 Apr 25

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7 min read

1

14

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

Understanding Image Annotation Formats for Object Detection

A Beginner’s Guide to YOLO, COCO, Pascal VOC, and More

Understanding Image Annotation Formats for Object Detection

01 Apr 25

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3 min read

11

In

Vision Intelligence Review
Vision Intelligence Review

by

Brian Hulela
Brian Hulela

The Power of Bounding Boxes in Computer Vision

How Bounding Boxes Transform Image Analysis in AI and Medical Imaging

The Power of Bounding Boxes in Computer Vision

28 Mar 25

•

4 min read

1

6

Spotlight

Brian Hulela

Brian Hulela

Object DetectionComputer VisionMachine LearningData ScienceDeep LearningArtificial IntelligenceMedical ImagesYolo11CnnsRoad Safety
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