trainACFObjectDetector
Train ACF object detector
Syntax
Description
returns a trained aggregate channel features (ACF) object detector. The function
uses positive instances of objects in images stored in a table or a datastore,
and specified by detector
= trainACFObjectDetector(trainingData
)trainingData
. The function automatically
collects negative instances from the images during training. To create a ground
truth table, use the Image
Labeler or Video
Labeler app.
specifies options using one or more name-value arguments in addition to any
combination of arguments from previous syntaxes. For example,
detector
= trainACFObjectDetector(trainingData
,Name=Value
)ObjectTrainingSize=[100,100]
sets the height and width of
objects during training.
Examples
Input Arguments
Name-Value Arguments
Output Arguments
References
[1] Dollar, Piotr, Ron Appel, Serge Belongie, and Pietro Perona. “Fast Feature Pyramids for Object Detection.” IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, no. 8 (August 2014): 1532–45. DOI.org (Crossref), https://doi.org/10.1109/TPAMI.2014.2300479.