def run_RawDeepStruck(seq, rp, bSaveImage):
    x = seq.init_rect[0] - 1
    y = seq.init_rect[1] - 1
    w = seq.init_rect[2]
    h = seq.init_rect[3]

    path = './results/'

    if not os.path.exists(path):
        os.makedirs(path)

    # x, y, w, h -> initial bounding box
    # seq.s_frames is a list of the images
    features = "deep"
    kernel = "linear"
    filter = 0

    nRadial = 5;
    nAngular = 16;

    tracker = RobStruck()

    dataFolder = '/udrive/student/ibogun2010/Research/Code/DeepAntrack/data/'
    #dataFolder = "/Users/Ivan/Code/Tracking/DeepAntrack/data/"
    tracker.deepFeatureParams(dataFolder)
    tracker.createTracker(kernel, features, filter)
    tracker.setLocationSamplerParameters(nRadial, nAngular)
    print str(seq.s_frames[0])
    tracker.initialize(str(seq.s_frames[0]), int(x), int(y), int(w), int(h))


    tracker.setDisplay(0)
    tic = time.clock()

    res = np.zeros((len(seq.s_frames),4))
    res[0] = [x,y,w,h]

    for i in range(1, len(seq.s_frames)):
        print i, " / ", len(seq.s_frames)
        r = tracker.track(str(seq.s_frames[i]))
        res[i] = [r[0], r[1], r[2], r[3]]
    duration = time.clock() - tic

    result = dict()
    result['res'] = res
    result['type'] = 'rect'
    result['fps'] = round(seq.len / duration, 3)

    return result
def run_RawStruck(seq, rp, bSaveImage):
    x = seq.init_rect[0] - 1
    y = seq.init_rect[1] - 1
    w = seq.init_rect[2]
    h = seq.init_rect[3]

    path = './results/'

    if not os.path.exists(path):
        os.makedirs(path)

    # x, y, w, h -> initial bounding box
    # seq.s_frames is a list of the images
    features = "hogANDhist"
    kernel = "int"
    filter = 0

    tracker = RobStruck()
    tracker.createTracker(kernel, features, filter)
    tracker.initialize(str(seq.s_frames[0]), int(x), int(y), int(w), int(h))
    tic = time.clock()

    res = np.zeros((len(seq.s_frames),4))
    res[0] = [x,y,w,h]

    for i in range(1, len(seq.s_frames)):
        r = tracker.track(str(seq.s_frames[i]))
        res[i] = [r[0], r[1], r[2], r[3]]
    duration = time.clock() - tic

    result = dict()
    result['res'] = res
    result['type'] = 'rect'
    result['fps'] = round(seq.len / duration, 3)

    return result