Course 4: Convolutional Neural Networks - Week 3: Detection Algorithms

[mbhushan]

R-CNN:

Outputting the non-max suppressed outputs:

Training:

Anchor Box Example:

Anchor Box Algorithm:

Overlapping objects:

Non max suppression algorithm:

Non Max Suppress-able example:

Intersection over union:

Specifying the bounding boxes:

YOLO algorithm:

Convolutional Implementation of sliding windows:

Turning FC into convolution layers:

Sliding Window Detection:

Car Detection Example:

Landmark Detection:

Defining the target label Y

Classification with Localization:

Localization and Detection: