Add files via upload

data_pro/SSDA_data_list.py

+import numpy as np
+import os
+import os.path
+from PIL import Image
+
+
+def pil_loader(path):
+    with open(path, 'rb') as f:
+        img = Image.open(f)
+        return img.convert('RGB')
+
+def make_dataset_fromlist(image_list):
+    # with open(image_list) as f:
+    image_index = [x.split(' ')[0] for x in image_list]
+    # with open(image_list) as f:
+    label_list = []
+    selected_list = []
+    for ind, x in enumerate(image_list):
+        label = x.split(' ')[1].strip()
+        label_list.append(int(label))
+        selected_list.append(ind)
+    image_index = np.array(image_index)
+    label_list = np.array(label_list)
+    image_index = image_index[selected_list]
+    return image_index, label_list
+
+
+def return_classlist(image_list):
+    with open(image_list) as f:
+        label_list = []
+        for ind, x in enumerate(f.readlines()):
+            label = x.split(' ')[0].split('/')[-2]
+            if label not in label_list:
+                label_list.append(str(label))
+    return label_list
+
+
+class Imagelists_VISDA(object):
+    def __init__(self, image_list, root="./data/multi/",
+                 transform=None, target_transform=None, test=False):
+        imgs, labels = make_dataset_fromlist(image_list)
+        self.imgs = imgs
+        self.labels = labels
+        self.transform = transform
+        self.target_transform = target_transform
+        self.loader = pil_loader
+        self.root = root
+        self.test = test
+        self.return_index=False
+
+    def __getitem__(self, index):
+        """
+        Args:
+            index (int): Index
+        Returns:
+            tuple: (image, target) where target is
+            class_index of the target class.
+        """
+        path = os.path.join(self.root, self.imgs[index])
+        target = self.labels[index]
+        img = self.loader(path)
+        if self.transform is not None:
+            img = self.transform(img)
+        if self.target_transform is not None:
+            target = self.target_transform(target)
+        if not self.test:
+            if self.return_index:
+                return img, target,index
+            else:
+                return img, target
+        else:
+            return img, target, self.imgs[index]
+
+    def __len__(self):
+        return len(self.imgs)
+
+
+class STL(object):
+    def __init__(self,  root="./data/multi/", ttype="labeled",
+                 transform=None, target_transform=None, test=False):
+        # imgs, labels = make_dataset_fromlist(image_list)
+        if ttype=="labeled":
+            imgs=np.load(os.path.join(root,"labeled_data"))
+            lables=np.load(os.path.join(root,"labeled_label"))
+        elif ttype=="unlabeled":
+            imgs=np.load(os.path.join(root,"unlabeled_data"))
+            lables=np.load(os.path.join(root,"unlabeled_label"))
+        else:
+            imgs=np.load(os.path.join(root,"test_data"))
+            lables=np.load(os.path.join(root,"test_label"))
+
+        self.imgs = imgs
+        self.labels = labels
+        self.transform = transform
+        self.target_transform = target_transform
+        self.loader = pil_loader
+        self.root = root
+        self.test = test
+        self.return_index=False
+
+    def __getitem__(self, index):
+        """
+        Args:
+            index (int): Index
+        Returns:
+            tuple: (image, target) where target is
+            class_index of the target class.
+        """
+        # path = os.path.join(self.root, self.imgs[index])
+        target = self.labels[index]
+        img = Image.fromarray(self.imgs[index])
+        if self.transform is not None:
+            img = self.transform(img)
+        if self.target_transform is not None:
+            target = self.target_transform(target)
+        if not self.test:
+            if self.return_index:
+                return img, target,index
+            else:
+                return img, target
+        else:
+            return img, target, self.imgs[index]
+
+    def __len__(self):
+        return len(self.imgs)
\ No newline at end of file

data_pro/SSDA_split/Office-31/labeled_target_images_amazon_1.txt

+amazon/images/back_pack/frame_0064.jpg 0
+amazon/images/bike/frame_0027.jpg 1
+amazon/images/bike_helmet/frame_0057.jpg 2
+amazon/images/bookcase/frame_0077.jpg 3
+amazon/images/bottle/frame_0014.jpg 4
+amazon/images/calculator/frame_0092.jpg 5
+amazon/images/desk_chair/frame_0091.jpg 6
+amazon/images/desk_lamp/frame_0052.jpg 7
+amazon/images/desktop_computer/frame_0081.jpg 8
+amazon/images/file_cabinet/frame_0002.jpg 9
+amazon/images/headphones/frame_0092.jpg 10
+amazon/images/keyboard/frame_0025.jpg 11
+amazon/images/laptop_computer/frame_0083.jpg 12
+amazon/images/letter_tray/frame_0074.jpg 13
+amazon/images/mobile_phone/frame_0053.jpg 14
+amazon/images/monitor/frame_0056.jpg 15
+amazon/images/mouse/frame_0093.jpg 16
+amazon/images/mug/frame_0067.jpg 17
+amazon/images/paper_notebook/frame_0043.jpg 18
+amazon/images/pen/frame_0071.jpg 19
+amazon/images/phone/frame_0018.jpg 20
+amazon/images/printer/frame_0036.jpg 21
+amazon/images/projector/frame_0057.jpg 22
+amazon/images/punchers/frame_0056.jpg 23
+amazon/images/ring_binder/frame_0053.jpg 24
+amazon/images/ruler/frame_0027.jpg 25
+amazon/images/scissors/frame_0096.jpg 26
+amazon/images/speaker/frame_0072.jpg 27
+amazon/images/stapler/frame_0040.jpg 28
+amazon/images/tape_dispenser/frame_0072.jpg 29
+amazon/images/trash_can/frame_0020.jpg 30

data_pro/SSDA_split/Office-31/labeled_target_images_amazon_3.txt

+amazon/images/back_pack/frame_0091.jpg 0
+amazon/images/back_pack/frame_0058.jpg 0
+amazon/images/back_pack/frame_0012.jpg 0
+amazon/images/bike/frame_0032.jpg 1
+amazon/images/bike/frame_0060.jpg 1
+amazon/images/bike/frame_0061.jpg 1
+amazon/images/bike_helmet/frame_0032.jpg 2
+amazon/images/bike_helmet/frame_0062.jpg 2
+amazon/images/bike_helmet/frame_0040.jpg 2
+amazon/images/bookcase/frame_0021.jpg 3
+amazon/images/bookcase/frame_0016.jpg 3
+amazon/images/bookcase/frame_0004.jpg 3
+amazon/images/bottle/frame_0026.jpg 4
+amazon/images/bottle/frame_0002.jpg 4
+amazon/images/bottle/frame_0032.jpg 4
+amazon/images/calculator/frame_0003.jpg 5
+amazon/images/calculator/frame_0049.jpg 5
+amazon/images/calculator/frame_0015.jpg 5
+amazon/images/desk_chair/frame_0051.jpg 6
+amazon/images/desk_chair/frame_0028.jpg 6
+amazon/images/desk_chair/frame_0068.jpg 6
+amazon/images/desk_lamp/frame_0080.jpg 7
+amazon/images/desk_lamp/frame_0030.jpg 7
+amazon/images/desk_lamp/frame_0022.jpg 7
+amazon/images/desktop_computer/frame_0058.jpg 8
+amazon/images/desktop_computer/frame_0010.jpg 8
+amazon/images/desktop_computer/frame_0048.jpg 8
+amazon/images/file_cabinet/frame_0041.jpg 9
+amazon/images/file_cabinet/frame_0053.jpg 9
+amazon/images/file_cabinet/frame_0071.jpg 9
+amazon/images/headphones/frame_0094.jpg 10
+amazon/images/headphones/frame_0002.jpg 10
+amazon/images/headphones/frame_0035.jpg 10
+amazon/images/keyboard/frame_0004.jpg 11
+amazon/images/keyboard/frame_0003.jpg 11
+amazon/images/keyboard/frame_0061.jpg 11
+amazon/images/laptop_computer/frame_0034.jpg 12
+amazon/images/laptop_computer/frame_0068.jpg 12
+amazon/images/laptop_computer/frame_0092.jpg 12
+amazon/images/letter_tray/frame_0012.jpg 13
+amazon/images/letter_tray/frame_0033.jpg 13
+amazon/images/letter_tray/frame_0061.jpg 13
+amazon/images/mobile_phone/frame_0090.jpg 14
+amazon/images/mobile_phone/frame_0084.jpg 14
+amazon/images/mobile_phone/frame_0070.jpg 14
+amazon/images/monitor/frame_0096.jpg 15
+amazon/images/monitor/frame_0046.jpg 15
+amazon/images/monitor/frame_0039.jpg 15
+amazon/images/mouse/frame_0006.jpg 16
+amazon/images/mouse/frame_0083.jpg 16
+amazon/images/mouse/frame_0032.jpg 16
+amazon/images/mug/frame_0011.jpg 17
+amazon/images/mug/frame_0031.jpg 17
+amazon/images/mug/frame_0023.jpg 17
+amazon/images/paper_notebook/frame_0001.jpg 18
+amazon/images/paper_notebook/frame_0053.jpg 18
+amazon/images/paper_notebook/frame_0010.jpg 18
+amazon/images/pen/frame_0065.jpg 19
+amazon/images/pen/frame_0059.jpg 19
+amazon/images/pen/frame_0084.jpg 19
+amazon/images/phone/frame_0003.jpg 20
+amazon/images/phone/frame_0038.jpg 20
+amazon/images/phone/frame_0028.jpg 20
+amazon/images/printer/frame_0011.jpg 21
+amazon/images/printer/frame_0046.jpg 21
+amazon/images/printer/frame_0076.jpg 21
+amazon/images/projector/frame_0019.jpg 22
+amazon/images/projector/frame_0012.jpg 22
+amazon/images/projector/frame_0011.jpg 22
+amazon/images/punchers/frame_0086.jpg 23
+amazon/images/punchers/frame_0071.jpg 23
+amazon/images/punchers/frame_0077.jpg 23
+amazon/images/ring_binder/frame_0067.jpg 24
+amazon/images/ring_binder/frame_0063.jpg 24
+amazon/images/ring_binder/frame_0003.jpg 24
+amazon/images/ruler/frame_0006.jpg 25
+amazon/images/ruler/frame_0039.jpg 25
+amazon/images/ruler/frame_0051.jpg 25
+amazon/images/scissors/frame_0086.jpg 26
+amazon/images/scissors/frame_0098.jpg 26
+amazon/images/scissors/frame_0024.jpg 26
+amazon/images/speaker/frame_0044.jpg 27
+amazon/images/speaker/frame_0043.jpg 27
+amazon/images/speaker/frame_0048.jpg 27
+amazon/images/stapler/frame_0004.jpg 28
+amazon/images/stapler/frame_0012.jpg 28
+amazon/images/stapler/frame_0003.jpg 28
+amazon/images/tape_dispenser/frame_0032.jpg 29
+amazon/images/tape_dispenser/frame_0025.jpg 29
+amazon/images/tape_dispenser/frame_0093.jpg 29
+amazon/images/trash_can/frame_0038.jpg 30
+amazon/images/trash_can/frame_0043.jpg 30
+amazon/images/trash_can/frame_0034.jpg 30

data_pro/SSDA_split/Office-31/labeled_target_images_dslr_1.txt

+dslr/images/back_pack/frame_0009.jpg 0
+dslr/images/bike/frame_0006.jpg 1
+dslr/images/bike_helmet/frame_0022.jpg 2
+dslr/images/bookcase/frame_0005.jpg 3
+dslr/images/bottle/frame_0015.jpg 4
+dslr/images/calculator/frame_0004.jpg 5
+dslr/images/desk_chair/frame_0003.jpg 6
+dslr/images/desk_lamp/frame_0014.jpg 7
+dslr/images/desktop_computer/frame_0015.jpg 8
+dslr/images/file_cabinet/frame_0009.jpg 9
+dslr/images/headphones/frame_0006.jpg 10
+dslr/images/keyboard/frame_0005.jpg 11
+dslr/images/laptop_computer/frame_0006.jpg 12
+dslr/images/letter_tray/frame_0005.jpg 13
+dslr/images/mobile_phone/frame_0003.jpg 14
+dslr/images/monitor/frame_0009.jpg 15
+dslr/images/mouse/frame_0007.jpg 16
+dslr/images/mug/frame_0006.jpg 17
+dslr/images/paper_notebook/frame_0002.jpg 18
+dslr/images/pen/frame_0003.jpg 19
+dslr/images/phone/frame_0008.jpg 20
+dslr/images/printer/frame_0009.jpg 21
+dslr/images/projector/frame_0018.jpg 22
+dslr/images/punchers/frame_0002.jpg 23
+dslr/images/ring_binder/frame_0006.jpg 24
+dslr/images/ruler/frame_0006.jpg 25
+dslr/images/scissors/frame_0018.jpg 26
+dslr/images/speaker/frame_0004.jpg 27
+dslr/images/stapler/frame_0014.jpg 28
+dslr/images/tape_dispenser/frame_0010.jpg 29
+dslr/images/trash_can/frame_0001.jpg 30

data_pro/SSDA_split/Office-31/labeled_target_images_dslr_3.txt

+dslr/images/back_pack/frame_0012.jpg 0
+dslr/images/back_pack/frame_0007.jpg 0
+dslr/images/back_pack/frame_0004.jpg 0
+dslr/images/bike/frame_0008.jpg 1
+dslr/images/bike/frame_0018.jpg 1
+dslr/images/bike/frame_0001.jpg 1
+dslr/images/bike_helmet/frame_0018.jpg 2
+dslr/images/bike_helmet/frame_0003.jpg 2
+dslr/images/bike_helmet/frame_0002.jpg 2
+dslr/images/bookcase/frame_0004.jpg 3
+dslr/images/bookcase/frame_0009.jpg 3
+dslr/images/bookcase/frame_0005.jpg 3
+dslr/images/bottle/frame_0007.jpg 4
+dslr/images/bottle/frame_0001.jpg 4
+dslr/images/bottle/frame_0010.jpg 4
+dslr/images/calculator/frame_0012.jpg 5
+dslr/images/calculator/frame_0011.jpg 5
+dslr/images/calculator/frame_0006.jpg 5
+dslr/images/desk_chair/frame_0009.jpg 6
+dslr/images/desk_chair/frame_0012.jpg 6
+dslr/images/desk_chair/frame_0013.jpg 6
+dslr/images/desk_lamp/frame_0009.jpg 7
+dslr/images/desk_lamp/frame_0003.jpg 7
+dslr/images/desk_lamp/frame_0001.jpg 7
+dslr/images/desktop_computer/frame_0014.jpg 8
+dslr/images/desktop_computer/frame_0001.jpg 8
+dslr/images/desktop_computer/frame_0003.jpg 8
+dslr/images/file_cabinet/frame_0001.jpg 9
+dslr/images/file_cabinet/frame_0005.jpg 9
+dslr/images/file_cabinet/frame_0011.jpg 9
+dslr/images/headphones/frame_0009.jpg 10
+dslr/images/headphones/frame_0005.jpg 10
+dslr/images/headphones/frame_0006.jpg 10
+dslr/images/keyboard/frame_0008.jpg 11
+dslr/images/keyboard/frame_0003.jpg 11
+dslr/images/keyboard/frame_0001.jpg 11
+dslr/images/laptop_computer/frame_0017.jpg 12
+dslr/images/laptop_computer/frame_0018.jpg 12
+dslr/images/laptop_computer/frame_0006.jpg 12
+dslr/images/letter_tray/frame_0006.jpg 13
+dslr/images/letter_tray/frame_0015.jpg 13
+dslr/images/letter_tray/frame_0012.jpg 13
+dslr/images/mobile_phone/frame_0006.jpg 14
+dslr/images/mobile_phone/frame_0015.jpg 14
+dslr/images/mobile_phone/frame_0008.jpg 14
+dslr/images/monitor/frame_0006.jpg 15
+dslr/images/monitor/frame_0019.jpg 15
+dslr/images/monitor/frame_0021.jpg 15
+dslr/images/mouse/frame_0010.jpg 16
+dslr/images/mouse/frame_0007.jpg 16
+dslr/images/mouse/frame_0006.jpg 16
+dslr/images/mug/frame_0007.jpg 17
+dslr/images/mug/frame_0002.jpg 17
+dslr/images/mug/frame_0001.jpg 17
+dslr/images/paper_notebook/frame_0006.jpg 18
+dslr/images/paper_notebook/frame_0001.jpg 18
+dslr/images/paper_notebook/frame_0008.jpg 18
+dslr/images/pen/frame_0005.jpg 19
+dslr/images/pen/frame_0002.jpg 19
+dslr/images/pen/frame_0010.jpg 19
+dslr/images/phone/frame_0012.jpg 20
+dslr/images/phone/frame_0013.jpg 20
+dslr/images/phone/frame_0001.jpg 20
+dslr/images/printer/frame_0007.jpg 21
+dslr/images/printer/frame_0010.jpg 21
+dslr/images/printer/frame_0004.jpg 21
+dslr/images/projector/frame_0002.jpg 22
+dslr/images/projector/frame_0010.jpg 22
+dslr/images/projector/frame_0012.jpg 22
+dslr/images/punchers/frame_0017.jpg 23
+dslr/images/punchers/frame_0008.jpg 23
+dslr/images/punchers/frame_0011.jpg 23
+dslr/images/ring_binder/frame_0005.jpg 24
+dslr/images/ring_binder/frame_0006.jpg 24
+dslr/images/ring_binder/frame_0003.jpg 24
+dslr/images/ruler/frame_0003.jpg 25
+dslr/images/ruler/frame_0005.jpg 25
+dslr/images/ruler/frame_0007.jpg 25
+dslr/images/scissors/frame_0011.jpg 26
+dslr/images/scissors/frame_0013.jpg 26
+dslr/images/scissors/frame_0007.jpg 26
+dslr/images/speaker/frame_0011.jpg 27
+dslr/images/speaker/frame_0021.jpg 27
+dslr/images/speaker/frame_0018.jpg 27
+dslr/images/stapler/frame_0010.jpg 28
+dslr/images/stapler/frame_0007.jpg 28
+dslr/images/stapler/frame_0006.jpg 28
+dslr/images/tape_dispenser/frame_0021.jpg 29
+dslr/images/tape_dispenser/frame_0010.jpg 29
+dslr/images/tape_dispenser/frame_0004.jpg 29
+dslr/images/trash_can/frame_0001.jpg 30
+dslr/images/trash_can/frame_0006.jpg 30
+dslr/images/trash_can/frame_0011.jpg 30

data_pro/SSDA_split/Office-31/labeled_target_images_webcam_1.txt

+webcam/images/back_pack/frame_0015.jpg 0
+webcam/images/bike/frame_0014.jpg 1
+webcam/images/bike_helmet/frame_0012.jpg 2
+webcam/images/bookcase/frame_0002.jpg 3
+webcam/images/bottle/frame_0011.jpg 4
+webcam/images/calculator/frame_0014.jpg 5
+webcam/images/desk_chair/frame_0025.jpg 6
+webcam/images/desk_lamp/frame_0012.jpg 7
+webcam/images/desktop_computer/frame_0008.jpg 8
+webcam/images/file_cabinet/frame_0003.jpg 9
+webcam/images/headphones/frame_0017.jpg 10
+webcam/images/keyboard/frame_0018.jpg 11
+webcam/images/laptop_computer/frame_0015.jpg 12
+webcam/images/letter_tray/frame_0017.jpg 13
+webcam/images/mobile_phone/frame_0020.jpg 14
+webcam/images/monitor/frame_0013.jpg 15
+webcam/images/mouse/frame_0012.jpg 16
+webcam/images/mug/frame_0027.jpg 17
+webcam/images/paper_notebook/frame_0022.jpg 18
+webcam/images/pen/frame_0017.jpg 19
+webcam/images/phone/frame_0012.jpg 20
+webcam/images/printer/frame_0002.jpg 21
+webcam/images/projector/frame_0009.jpg 22
+webcam/images/punchers/frame_0004.jpg 23
+webcam/images/ring_binder/frame_0039.jpg 24
+webcam/images/ruler/frame_0009.jpg 25
+webcam/images/scissors/frame_0025.jpg 26
+webcam/images/speaker/frame_0003.jpg 27
+webcam/images/stapler/frame_0021.jpg 28
+webcam/images/tape_dispenser/frame_0011.jpg 29
+webcam/images/trash_can/frame_0021.jpg 30

data_pro/SSDA_split/Office-31/labeled_target_images_webcam_3.txt

+webcam/images/back_pack/frame_0027.jpg 0
+webcam/images/back_pack/frame_0002.jpg 0
+webcam/images/back_pack/frame_0020.jpg 0
+webcam/images/bike/frame_0012.jpg 1
+webcam/images/bike/frame_0006.jpg 1
+webcam/images/bike/frame_0001.jpg 1
+webcam/images/bike_helmet/frame_0013.jpg 2
+webcam/images/bike_helmet/frame_0028.jpg 2
+webcam/images/bike_helmet/frame_0019.jpg 2
+webcam/images/bookcase/frame_0002.jpg 3
+webcam/images/bookcase/frame_0001.jpg 3
+webcam/images/bookcase/frame_0006.jpg 3
+webcam/images/bottle/frame_0006.jpg 4
+webcam/images/bottle/frame_0009.jpg 4
+webcam/images/bottle/frame_0010.jpg 4
+webcam/images/calculator/frame_0016.jpg 5
+webcam/images/calculator/frame_0011.jpg 5
+webcam/images/calculator/frame_0027.jpg 5
+webcam/images/desk_chair/frame_0015.jpg 6
+webcam/images/desk_chair/frame_0031.jpg 6
+webcam/images/desk_chair/frame_0002.jpg 6
+webcam/images/desk_lamp/frame_0007.jpg 7
+webcam/images/desk_lamp/frame_0006.jpg 7
+webcam/images/desk_lamp/frame_0005.jpg 7
+webcam/images/desktop_computer/frame_0019.jpg 8
+webcam/images/desktop_computer/frame_0010.jpg 8
+webcam/images/desktop_computer/frame_0012.jpg 8
+webcam/images/file_cabinet/frame_0003.jpg 9
+webcam/images/file_cabinet/frame_0017.jpg 9
+webcam/images/file_cabinet/frame_0001.jpg 9
+webcam/images/headphones/frame_0012.jpg 10
+webcam/images/headphones/frame_0019.jpg 10
+webcam/images/headphones/frame_0011.jpg 10
+webcam/images/keyboard/frame_0023.jpg 11
+webcam/images/keyboard/frame_0021.jpg 11
+webcam/images/keyboard/frame_0009.jpg 11
+webcam/images/laptop_computer/frame_0002.jpg 12
+webcam/images/laptop_computer/frame_0025.jpg 12
+webcam/images/laptop_computer/frame_0019.jpg 12
+webcam/images/letter_tray/frame_0018.jpg 13
+webcam/images/letter_tray/frame_0015.jpg 13
+webcam/images/letter_tray/frame_0001.jpg 13
+webcam/images/mobile_phone/frame_0003.jpg 14
+webcam/images/mobile_phone/frame_0030.jpg 14
+webcam/images/mobile_phone/frame_0007.jpg 14
+webcam/images/monitor/frame_0026.jpg 15
+webcam/images/monitor/frame_0007.jpg 15
+webcam/images/monitor/frame_0016.jpg 15
+webcam/images/mouse/frame_0030.jpg 16
+webcam/images/mouse/frame_0008.jpg 16
+webcam/images/mouse/frame_0022.jpg 16
+webcam/images/mug/frame_0021.jpg 17
+webcam/images/mug/frame_0011.jpg 17
+webcam/images/mug/frame_0009.jpg 17
+webcam/images/paper_notebook/frame_0022.jpg 18
+webcam/images/paper_notebook/frame_0001.jpg 18
+webcam/images/paper_notebook/frame_0028.jpg 18
+webcam/images/pen/frame_0004.jpg 19
+webcam/images/pen/frame_0028.jpg 19
+webcam/images/pen/frame_0031.jpg 19
+webcam/images/phone/frame_0009.jpg 20
+webcam/images/phone/frame_0012.jpg 20
+webcam/images/phone/frame_0011.jpg 20
+webcam/images/printer/frame_0004.jpg 21
+webcam/images/printer/frame_0002.jpg 21
+webcam/images/printer/frame_0001.jpg 21
+webcam/images/projector/frame_0017.jpg 22
+webcam/images/projector/frame_0012.jpg 22
+webcam/images/projector/frame_0019.jpg 22
+webcam/images/punchers/frame_0021.jpg 23
+webcam/images/punchers/frame_0017.jpg 23
+webcam/images/punchers/frame_0005.jpg 23
+webcam/images/ring_binder/frame_0027.jpg 24
+webcam/images/ring_binder/frame_0040.jpg 24
+webcam/images/ring_binder/frame_0021.jpg 24
+webcam/images/ruler/frame_0010.jpg 25
+webcam/images/ruler/frame_0011.jpg 25
+webcam/images/ruler/frame_0007.jpg 25
+webcam/images/scissors/frame_0020.jpg 26
+webcam/images/scissors/frame_0002.jpg 26
+webcam/images/scissors/frame_0003.jpg 26
+webcam/images/speaker/frame_0015.jpg 27
+webcam/images/speaker/frame_0007.jpg 27
+webcam/images/speaker/frame_0030.jpg 27
+webcam/images/stapler/frame_0020.jpg 28
+webcam/images/stapler/frame_0004.jpg 28
+webcam/images/stapler/frame_0014.jpg 28
+webcam/images/tape_dispenser/frame_0015.jpg 29
+webcam/images/tape_dispenser/frame_0006.jpg 29
+webcam/images/tape_dispenser/frame_0001.jpg 29
+webcam/images/trash_can/frame_0019.jpg 30
+webcam/images/trash_can/frame_0007.jpg 30
+webcam/images/trash_can/frame_0006.jpg 30