AI Algorithms

For Object Detection

• Fast R-CNN.
• Faster R-CNN.
• Histogram of Oriented Gradients (HOG) Algorithms Used by Google Search
• Region-based Convolutional Neural Networks (R-CNN)
• Region-based Fully Convolutional Network (R-FCN)
• Single Shot Detecter (SSD)
  • Has two components
    • Backbone model (typically a network like ResNet/MobileNet trained on ImageNet from which the final fully connected classification layer has been removed)
    • SSD head
• Spatial Pyramid Pooling (SPP-net)
• YOLO (You Only Look Once)