本文整理汇总了Python中util.Util.nms方法的典型用法代码示例。如果您正苦于以下问题：Python Util.nms方法的具体用法？Python Util.nms怎么用？Python Util.nms使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类util.Util的用法示例。
在下文中一共展示了Util.nms方法的2个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: main
# 需要导入模块: from util import Util [as 别名]
# 或者: from util.Util import nms [as 别名]
def main():
iname = 'img/test/1226.jpg'
nn12 = Cnnl('12-net').load_model('12-net_lasagne_.pickle')
nn_calib12 = Cnnl('12-calib_net').load_model('12-calib_net_lasagne_.pickle')
nn24 = Cnnl(nn_name = '24-net',subnet=nn12).load_model('24-net_lasagne_.pickle')
nn_calib24 = Cnnl('24-calib_net').load_model('24-calib_net_lasagne_.pickle')
nn48 = Cnnl(nn_name = '48-net',subnet=nn24).load_model('48-net_lasagne_.pickle')
nn_calib48 = Cnnl('48-calib_net').load_model('48-calib_net_lasagne_.pickle')
image = fr.get_frame(iname)
p = 16
k = 1.18
bb = apply_12_net(image = image,iname = iname,nn = nn12,p_level=p,k=k,debug=0)
bb = apply_calib_net(image = image, iname = iname,bb=bb,nn=nn_calib12)
bb = util.nms(bb,T=0.8)
bb = apply_24_net(image = image, iname = iname, bb = bb,nn = nn24 )
bb = apply_calib_net(image = image, iname = iname,bb = bb,nn=nn_calib24)
bb = util.nms(bb,T=0.8)
bb = apply_48_net(image = image, iname = iname, bb = bb,nn = nn48 )
bb = util.nms(bb,T=0.3)
bb = apply_calib_net(image = image, iname = iname,bb=bb,nn=nn_calib48)
draw_bboxes(iname,bb)示例2: main
# 需要导入模块: from util import Util [as 别名]
# 或者: from util.Util import nms [as 别名]
def main():
iname = 'img/test/p1.jpg'
nn12 = Cnnl('12-net').__load_model_old__('12-net_lasagne_.pickle')
nn24 = Cnnl(nn_name = '24-net',subnet=nn12).__load_model_old__('24-net_lasagne_.pickle')
nn48 = Cnnl(nn_name = '48-net',subnet=nn24).__load_model_old__('48-net_lasagne_.pickle')
nn_calib12 = Cnnl('12-calib_net').__load_model_old__('12-calib_net_lasagne_.pickle')
nn_calib24 = Cnnl('24-calib_net').__load_model_old__('24-calib_net_lasagne_.pickle')
#nn_calib48 = Cnnl('48-calib_net').__load_model_old__('48-calib_net_lasagne_.pickle')
image = fr.get_frame(iname)
p = 11
k = 1.41
t_level = 0
gbb = []
gp = []
print('Start....')
s = time()
py = fr.get_frame_pyramid(image,scale=k,steps=p)
for m,frame in enumerate(py):
if m < t_level:
continue
bb,p = apply_12_net(image = image,frame=frame,iname = iname,nn = nn12,m=m,debug=0)
keep = util.nms(bb,p,T=0.5)
bb = bb[keep] if keep != [] else bb
p = p[keep] if keep != [] else p
cnt_detect = len(bb)
if cnt_detect == 0:
continue
#draw_bboxes(iname,bb,c='#-r_12--' + str(m))
for b in bb:
gbb.append(b)
for pp in p:
gp.append(pp)
gbb = sp.array(gbb)
gp = sp.array(gp)
#draw_bboxes(iname,gbb,c='0-r_12')
bb = gbb
p = gp
bb = apply_calib_net(image = image, iname = iname,bb=bb,nn=nn_calib12)
cnt_detect = len(bb)
#draw_bboxes(iname,bb,c='1-r_calib_12')
keep = util.nms(bb,p,T=0.3)
bb = bb[keep] if keep != [] else bb
p = p[keep] if keep != [] else p
#draw_bboxes(iname,bb,c='2-r_nms_12')
bb,p = apply_24_48_net(image = image, iname = iname, bb = bb,nn = nn24,debug=0 )
cnt_detect = len(bb)
#draw_bboxes(iname,bb,c='3-r_24')
bb = apply_calib_net(image = image, iname = iname,bb = bb,nn=nn_calib24)
cnt_detect = len(bb)
#draw_bboxes(iname,bb,c='4-r_calib_24')
keep = util.nms(bb,p,T=0.3)
bb = bb[keep] if keep != [] else bb
p = p[keep] if keep != [] else p
#draw_bboxes(iname,bb,c='5-r_nms_24')
cnt_detect = len(bb)
bb,p = apply_24_48_net(image = image, iname = iname, bb = bb,nn = nn48,debug=1)
cnt_detect = len(bb)
draw_bboxes(iname,bb,c='6-r_48',debug=1)
# bb = apply_calib_net(image = image,iname = iname,bb=bb,nn=nn_calib48)
# draw_bboxes(iname,bb,c='6-r_calib_48')
#
# bb = util.nms(bb,T=0.2)
# draw_bboxes(iname,bb,c='7-r_nms_48_final')
print('Finish...',time()-s)