def load_gt_roidb(image_set, year, root_path, devkit_path, flip=False):
voc = PascalVOC(image_set, year, root_path, devkit_path)
gt_roidb = voc.gt_roidb()
if flip:
gt_roidb = voc.append_flipped_images(gt_roidb)
prepare_roidb(voc, gt_roidb)
return voc, gt_roidb
def load_ss_roidb(image_set, year, root_path, devkit_path, flip=False):
voc = PascalVOC(image_set, year, root_path, devkit_path)
gt_roidb = voc.gt_roidb()
ss_roidb = voc.selective_search_roidb(gt_roidb)
if flip:
ss_roidb = voc.append_flipped_images(ss_roidb)
prepare_roidb(voc, ss_roidb)
means, stds = add_bbox_regression_targets(ss_roidb)
return voc, ss_roidb, means, stds
def load_test_rpn_roidb(image_set, year, root_path, devkit_path):
voc = PascalVOC(image_set, year, root_path, devkit_path)
gt_roidb = voc.gt_roidb()
rpn_roidb = voc.rpn_roidb(gt_roidb)
prepare_roidb(voc, rpn_roidb)
return voc, rpn_roidb
def load_test_ss_roidb(image_set, year, root_path, devkit_path):
voc = PascalVOC(image_set, year, root_path, devkit_path)
gt_roidb = voc.gt_roidb()
ss_roidb = voc.selective_search_roidb(gt_roidb)
prepare_roidb(voc, ss_roidb)
return voc, ss_roidb
