Ejemplo n.º 1
0
def test_rpn(image_set, year, root_path, devkit_path, prefix, epoch, ctx, vis=False):
    # load symbol
    sym = get_vgg_rpn_test()

    # load testing data
    voc, roidb = load_gt_roidb(image_set, year, root_path, devkit_path)
    test_data = ROIIter(roidb, batch_size=1, shuffle=False, mode='test')

    # load model
    args, auxs, _ = load_param(prefix, epoch, convert=True, ctx=ctx)

    # start testing
    detector = Detector(sym, ctx, args, auxs)
    imdb_boxes = generate_detections(detector, test_data, voc, vis=vis)
    voc.evaluate_recall(roidb, candidate_boxes=imdb_boxes)
Ejemplo n.º 2
0
def test_rpn(image_set, year, root_path, devkit_path, trained, epoch, ctx):
    from rcnn.rpn.generate import Detector, generate_detections

    # load symbol
    sym = get_vgg_rpn_test()

    # load testing data
    voc, roidb = load_gt_roidb(image_set, year, root_path, devkit_path)
    test_data = ROIIter(roidb, batch_size=1, shuffle=False, mode="test")

    # load trained
    args, auxs = load_param(trained, epoch, convert=True, ctx=ctx[0])

    # start testing
    detector = Detector(sym, ctx[0], args, auxs)
    imdb_boxes = generate_detections(detector, test_data, voc, vis=False)
    voc.evaluate_recall(roidb, candidate_boxes=imdb_boxes)
Ejemplo n.º 3
0
def test_rpn(image_set, year, root_path, devkit_path, trained, epoch, ctx):
    from rcnn.rpn.generate import Detector, generate_detections

    # load symbol
    sym = get_vgg_rpn_test()

    # load testing data
    voc, roidb = load_gt_roidb(image_set, year, root_path, devkit_path)
    test_data = ROIIter(roidb, batch_size=1, shuffle=False, mode='test')

    # load trained
    args, auxs = load_param(trained, epoch, convert=True, ctx=ctx[0])

    # start testing
    detector = Detector(sym, ctx[0], args, auxs)
    imdb_boxes = generate_detections(detector, test_data, voc, vis=False)
    voc.evaluate_recall(roidb, candidate_boxes=imdb_boxes)
Ejemplo n.º 4
0
def test_rpn(image_set, year, root_path, devkit_path, prefix, epoch, ctx, vis):
    # set config
    config.TEST.HAS_RPN = True
    config.TEST.RPN_PRE_NMS_TOP_N = -1
    config.TEST.RPN_POST_NMS_TOP_N = 2000

    # load symbol
    sym = get_vgg_rpn_test()

    # load testing data
    voc, roidb = load_gt_roidb(image_set, year, root_path, devkit_path)
    test_data = ROIIter(roidb, batch_size=1, shuffle=False, mode='test')

    # load model
    args, auxs = load_param(prefix, epoch, convert=True, ctx=ctx)

    # start testing
    detector = Detector(sym, ctx, args, auxs)
    imdb_boxes = generate_detections(detector, test_data, voc, vis=vis)
    voc.evaluate_recall(roidb, candidate_boxes=imdb_boxes)