svm-ensemble

Detecting objects in PASCAL VOC 2007 dataset using ensemble of exemplar SVMs. The codes used here are mostly from exemplarsvm modified for only detecting objects and to be run on a single PC.

Compile all the files

compile;

For training the model

class = 'car';
data_dir = 'VOC2007/VOCdevkit';
dataset = 'VOC2007';
results_dir = 'results';
[models, M, models_name, params] = train_and_validate(class, data_dir, dataset, results_dir);

For testing the models

test(models, M, models_name, params);

For more details refer T. Malisiewicz, A. Gupta and A. A. Efros, "Ensemble of exemplar-SVMs for object detection and beyond," ICCV, 2011.