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Computer Vision with Python

OpenCV

OpenCV Basic link

  • Reading Images and Video

  • Resizing and Rescaling Images and Video Frames

  • Drawing Shapes and Placing text on images

  • 5 Essential Methods in OpenCV

  • Image Transformations

  • Contour Detection

OpenCV Advanced link

  • Color Space

  • Color Channel

  • Smoothing

  • Bitwise Opreations

  • Masking

  • Histogram Computation

  • Thresholding/Binarizing Images

  • Edge Detection

OpenCV Face Detection link

  • Face Detection with Haar Cascade Classifiers

MediaPipe Project

  • hand tracking link

  • pose estimation link

  • volume hand control link

YOLO

YOLO-NAS link

A Next-Generation, Object Detection Foundational Model generated by Deci’s Neural Architecture Search Technology

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