An addon for capturing sets of keypoints and descriptors and then finding one or more objects in an image.
Forks
Forks pushed to more recently than jbeuckm/ofxObjectSurfer itself, plus any admin-confirmed fork with commits of its own — worth checking if you're hitting issues with the original.
README
ofxObjectSurfer
Introduction
Analyze video grabber frames (or a loaded image) for SURF keypoints. Draw a lasso around the keypoints you would like to use in a detector. Then save object descriptor files. Later, load descriptor files and detect objects in new images.- Choose an object that generates lots of features. Textures, patterns and text are good candidates for feature detection.

- Circles show the rough size of each detected feature. Gray features are the weakest and white are the strongest. The more good features, the better a detector.

- Draw a polygon around the features you want a detector to use.

- Save the object descriptors to a YML file. After saving, and whenever you load the descriptor file, the detector will try to find your object in the latest frame.

ofxAddons