OpenCV Basics

Summary

The standard library for classical image processing and computer vision operations — reading, transforming, and analyzing images and video outside of deep learning too.

How to Learn This

1Practice reading, displaying and transforming images with OpenCV.
2Learn basic operations: edge detection, thresholding, color space conversion.
3Combine OpenCV preprocessing with a deep learning model in one pipeline.

Image Preprocessing

CNN Architectures (ResNet, VGG, EfficientNet)

More topics in Computer Vision

Image Preprocessing CNN Architectures (ResNet, VGG, EfficientNet)Object Detection (YOLO, Overview)Image Segmentation (Overview)Vision Transformers (ViT)Transfer Learning for Vision Image Augmentation OCR Basics

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