From 7e25bc99d5f6d6dd8c19fa351f661591edc35ca7 Mon Sep 17 00:00:00 2001 From: CaoGang2018 <996389570@qq.com> Date: Fri, 29 May 2020 18:05:22 +0800 Subject: [PATCH] init --- SCDA.py | 63 ++++++++++ data/CUB_200.py | 116 ++++++++++++++++++ data/__init__.py | 2 + data/__pycache__/CUB_200.cpython-36.pyc | Bin 0 -> 2875 bytes data/__pycache__/__init__.cpython-36.pyc | Bin 0 -> 175 bytes .../Least_Auklet_0046_795118.jpg | Bin 0 -> 75990 bytes .../Least_Auklet_0050_1924.jpg | Bin 0 -> 127093 bytes data/images/imdb.mat | Bin 0 -> 119174 bytes data/imdb.mat | Bin 0 -> 119174 bytes main.py | 85 +++++++++++++ util/__init__.py | 0 util/__pycache__/__init__.cpython-36.pyc | Bin 0 -> 131 bytes .../largestConnectComponent.cpython-36.pyc | Bin 0 -> 853 bytes util/__pycache__/model.cpython-36.pyc | Bin 0 -> 948 bytes util/largestConnectComponent.py | 37 ++++++ util/model.py | 38 ++++++ 16 files changed, 341 insertions(+) create mode 100644 SCDA.py create mode 100644 data/CUB_200.py create mode 100644 data/__init__.py create mode 100644 data/__pycache__/CUB_200.cpython-36.pyc create mode 100644 data/__pycache__/__init__.cpython-36.pyc create mode 100644 data/images/006.Least_Auklet/Least_Auklet_0046_795118.jpg create mode 100644 data/images/006.Least_Auklet/Least_Auklet_0050_1924.jpg create mode 100644 data/images/imdb.mat create mode 100644 data/imdb.mat create mode 100644 main.py create mode 100644 util/__init__.py create mode 100644 util/__pycache__/__init__.cpython-36.pyc create mode 100644 util/__pycache__/largestConnectComponent.cpython-36.pyc create mode 100644 util/__pycache__/model.cpython-36.pyc create mode 100644 util/largestConnectComponent.py create mode 100644 util/model.py diff --git a/SCDA.py b/SCDA.py new file mode 100644 index 0000000..50e4311 --- /dev/null +++ b/SCDA.py @@ -0,0 +1,63 @@ +import torch as t +import torchvision.models as model +import torch.nn.functional as F +from util.largestConnectComponent import largestConnectComponent + +""" +feat_map = t.ones(5, 2, 4) +print(feat_map) +A = feat_map.sum(dim=0) +print(A) +a = A.mean(dim=[0, 1]) +print(float(a)) +""" + +def select_aggregate(feat_map): + A = t.sum(feat_map, dim=[0]) + a = t.mean(A, dim=[0, 1]).float() + tmp = t.ones(A.shape) + tmp[A-|XDCTUYB9|fVV3fm@piiQTVp`{W^tELFa3RupLv-QeeZ)co} ztTv~u)C1~)3kNPpa6;l=0C7cXC2ok3P?0#G{0rs6?~Rjf8c~E0w&uMz_V{_;Z{GXO zyj-h!Uw!w}$EWI=_Pe(4vS7cBCcc1R8q*WaFSOn@d_z4kyH?lsZP-RqN*&+PX@r@$ zY1uC;+e*B&;#ZVyC)Kp(*I<|YdQ@Q!b6L4#j0}H*d8~3v^CwxA)u0ctI-7t#%qH0( z=p*c~KXp-KN7&RYjZH;%cY0*{GfZFA8q+(NpSIG_rPa;i9<-BWAxpy?rq>J8h~=C8 zBtp-=l!l#XaQecVYgfX4#Mf3^%kL-=^tbYix334S%ggVsu`mzUVj3%?%hp$OzS+*D zMZWw}I|+rDYwPq^TsE4C)o zG>6v6KnV7VEET`oA-9~w4moX@oRqZUJW8drJC%klt$vtamnMSr%Mis3eGE_$lA)&g zjm9VN{ev?b|0d$r2TQ^H*|W|5maO+fE}~#B_E|U)9)za5dKI^8@I&ae>CxU*hM`b+ z14fR>(F~@KNSn-1+8WUto0-gFcE@BTN&@Ke9iwB7XgR%=9S!mC{01i-@8_@kZ+Z6@ zJ3rq1{>$TMeqHQ*-ug88I@W}4hMe1`0!B#x1w<(E@e!ye1h_c9(2 zvR)o07m~QokJI}nNKm5f6AG!x14zxE#vlQv8AIh2U_Ff|W3VXwO*91-g_vtOifLqQ 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as f: + writer = csv.writer(f) + writer.writerow(['id','label']) + writer.writerows(results) + + +net1 = models.vgg16(pretrained=True).features[:-3] +net2 = models.vgg16(pretrained=True).features +dataset_or = get_dataset() +# dataset_filp = get_dataset(transform=input_transform2) +data_or = DataLoader(dataset_or, batch_size=10, shuffle=True,num_workers=0) +# data_flip = DataLoader(dataset_filp, batch_size=20, shuffle=True,num_workers=0) +net1.eval() +net2.eval() +result = [] +max_ave_pool = pool_model() +out = open('feat.csv', 'a', newline='') +csv_write = csv.writer(out, dialect='excel') +csv_write.writerow(['features', 'label']) +for ii, (img1, img2, label) in enumerate(data_or): + input1 = img1 + feat_re = net1(input1) + feat_po = net2(input1) + input2 = img2 + feat_flip_re = net1(input2) + feat_flip_po = net2(input2) + m, _, _, _ = feat_re.shape + label = label.detach().numpy() + f_po = torch.zeros(feat_po.shape) + f_re = torch.zeros(feat_re.shape) + filp_po = torch.zeros(feat_flip_po.shape) + filp_re = torch.zeros(feat_flip_re.shape) + for i in range(m): + # f_re[i] = SCDA.select_aggregate(feat_re[i].detach().numpy()) + f_po[i] = SCDA.select_aggregate(feat_po[i])[0] # 31a + cc2 = SCDA.select_aggregate(feat_po[i])[1] + f_re[i] = SCDA.select_aggregate_and(feat_re[i], cc2) # 28a + + + filp_po[i] = SCDA.select_aggregate(feat_flip_po[i])[0] # 31b + cc2_f = SCDA.select_aggregate(feat_flip_po[i])[1] + filp_re[i] = SCDA.select_aggregate_and(feat_flip_re[i], cc2_f) # 28b + # print(f.shape) + # l = int(lable[i]) + # csv_write.writerow([f, l]) + # del f, l + # result.append((f, l)) + # print(f_po.shape) + l31a = max_ave_pool(f_po) + l28a = max_ave_pool(f_re) + + l31b = max_ave_pool(filp_po) + l28b = max_ave_pool(filp_re) + + feat = torch.cat((l31a, 0.5*l28a, l31b, 0.5*l28b), dim=1).reshape(m, -1).detach().numpy() + + for i in range(m): + csv_write.writerow([feat[i], int(label[i])]) + + print('batch {} complete'.format(ii)) + + + + +# 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largest Connect component of a binary image + + Parameters: + --- + + bw_img: ndarray + binary image + + Returns: + --- + + lcc: ndarray + largest connect component. + + Example: + --- + >>> lcc = largestConnectComponent(bw_img) + + ''' + + labeled_img, num = label(bw_img, connectivity=neighbor, background=0, return_num=True) + # plt.figure(), plt.imshow(labeled_img, 'gray') + + max_label = 0 + max_num = 0 + for i in range(1, num+1): # 这里从1开始,防止将背景设置为最大连通域 + if np.sum(labeled_img == i) > max_num: + max_num = np.sum(labeled_img == i) + max_label = i + lcc = (labeled_img == max_label) + + return lcc \ No newline at end of file diff --git a/util/model.py b/util/model.py new file mode 100644 index 0000000..71502d0 --- /dev/null +++ b/util/model.py @@ -0,0 +1,38 @@ +import torch as t +import torch.nn as nn +from torchvision import models +import torch.nn.functional as F + +class pool_model(nn.Module): + def __init__(self): + super(pool_model, self).__init__() + self.pool1 = nn.AdaptiveAvgPool2d(1) + self.pool2 = nn.AdaptiveMaxPool2d(1) + + def forward(self, x): + tmp1 = self.pool1(x) + tmp2 = self.pool2(x) + b, c, _, _ = tmp1.shape + # print(tmp1.shape) + + return t.cat((tmp1, tmp2), dim=1).reshape(b, -1) + +# x = t.ones(2, 512, 7, 7) +# model = pool_model() +# print(model(x).shape) + +# class Net(nn.modules): +# def __init__(self): +# super(Net, self).__init__() +# self.basenet = models.vgg16(pretrained=True).features +# # print(self.basenet) + +# def forward(self, x): +# x = self.basenet(x) +# return x +# net1 = models.vgg16(pretrained=False).features[:-3] +# net2 = models.vgg16(pretrained=False).features +# x = t.ones(2, 3, 224, 224) +# print(net1(x).shape) +# x1 = F.interpolate(net2(x), size=net1(x).shape[-2:], mode='nearest') +# print(x1.shape) \ No newline at end of file