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Computer Vision Systems

  • Installing OpenCV
  • What is a vector?
  • What is a matrix?
  • 2D/3D Tranformations
    • Scaling
    • Rotration
    • Translation
  • How to split or merge color channels using OpenCV
  • How to manipulate and filter pixels using OpenCV
  • Convert color images to grayscale
  • Standardize images by resizing
  • Augment image data using transformations
    • cv2.warpaffine
  • Apply other image adjustments
  • Low pass filtering
    • Mean Filtering
    • Median Filtering
    • Gaussian Filtering
  • High pass filtering
    • Laplacian Filtering
      • Positive
      • Negative
  • Morphology
    • Dilation
    • Erosion
    • Opening
    • Closing
    • Skeletonization
  • Image Segmentation
    • Thresholding
    • Region-based Segmentation
  • Edge Detection
    • Canny Edge Detection
    • Sobel Edge Detection
    • Laplacian Edge Detection
  • Object Detection
    • Cascading Classifiers
  • Face Detection
  1. Collect
  2. Label
  3. Organize
  4. Process
  5. Train
  6. Deploy
  7. Display

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  • Attention-aware contrastive learning for predicting T cell receptor-antigen binding specificity. (arXiv:2206.11255v1 [q-bio.QM])
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RSS arxiv.org Statistics – ML RSS Feed

  • Neural Implicit Manifold Learning for Topology-Aware Generative Modelling. (arXiv:2206.11267v1 [stat.ML])
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  • Factorization of the Partial Covariance in Singly-Connected Path Diagrams. (arXiv:2002.05226v6 [stat.ME] UPDATED)
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