Operations

• General Purpose
  • DALI Expressions and Arithmetic Operations
  • Reduction Operators
  • Tensor Joining
  • Reinterpreting Tensors
  • Normalize Operator
  • Geometric Transforms
  • Erase Operator
• Image Processing
  • Augmentation Gallery
  • BrightnessContrast Example
  • Color Space Conversion
  • Image Decoder examples
  • HSV Example
  • Using HSV to implement RandomGrayscale operation
  • Interpolation methods
  • Resize operator
  • WarpAffine
  • 3D Transforms
• Audio Processing
  • Audio Decoder in DALI
  • Audio spectrogram
• Video Processing
  • Simple Video Pipeline Reading From Multiple Files
  • Video Pipeline Reading Labelled Videos from a Directory
  • Video Pipeline Demonstrating Applying Labels Based on Timestamps or Frame Numbers
  • Reading Video Frames Stored as Images
  • Processing video with image processing operators
  • Optical Flow