rcnnBoxRegressionLayer
(Not recommended) Box regression layer for Fast and Faster R-CNN
RCNNBoxRegressionLayer
is not recommended. Instead, use a different
type of object detector, such as a yoloxObjectDetector
or yolov4ObjectDetector
detector. For more information, see Version History.
Description
A box regression layer refines bounding box locations by using a smooth L1 loss function. Use this layer to create a Fast or Faster R-CNN object detection network.
Creation
Properties
Examples
Extended Capabilities
Version History
Introduced in R2018bSee Also
trainFasterRCNNObjectDetector
| trainFastRCNNObjectDetector
| regressionLayer
(Deep Learning Toolbox)
Topics
- Create Fast R-CNN Object Detection Network
- Create Faster R-CNN Object Detection Network
- Get Started with Object Detection Using Deep Learning
- Choose an Object Detector
- Getting Started with R-CNN, Fast R-CNN, and Faster R-CNN
- Deep Learning in MATLAB (Deep Learning Toolbox)
- List of Deep Learning Layers (Deep Learning Toolbox)