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Computer Vision & YOLO

Intermediate 4.7 (1.2k reviews)

Learn how computers see. Object detection, segmentation, and tracking using OpenCV and YOLO.

Computer Vision & YOLO
Best Seller

Course Roadmap

Step 1

Digital Image Fundamentals

Pixels, RGB vs HSV, and Image Representation

Step 2

OpenCV Essentials

Drawing, Transformations, Blurring, and Thresholding

Step 3

Feature Detection

Canny Edge Detection, Contours, and Hough Transforms

Step 4

Face Detection

Haar Cascades and Histogram of Oriented Gradients (HOG)

Step 5

Deep Learning for CV

CNN Architectures specifically for Object Detection

Step 6

YOLO (You Only Look Once)

Architecture, Anchors, and Intersection over Union (IoU)

Step 7

YOLOv8 Training

Custom Dataset Annotation and Fine-tuning YOLOv8

Step 8

Real-World Project

Build a Real-Time Traffic Monitoring System