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InceptionV3 true/false classifier

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H.T. Kruitbosch
2018-04-10 13:04:13 +02:00
parent c5593784cb
commit aca0d89a85
985 changed files with 22674 additions and 1 deletions
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435
Create True - False data.ipynb Normal file
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70
List tensorflow devices.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"os.environ['LD_LIBRARY_PATH'] = '/usr/local/cuda-9.1/targets/x86_64-linux/lib/'\n",
"from tensorflow.python.client import device_lib"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[name: \"/device:CPU:0\"\n",
" device_type: \"CPU\"\n",
" memory_limit: 268435456\n",
" locality {\n",
" }\n",
" incarnation: 8024912505704686755, name: \"/device:GPU:0\"\n",
" device_type: \"GPU\"\n",
" memory_limit: 227540992\n",
" locality {\n",
" bus_id: 1\n",
" links {\n",
" }\n",
" }\n",
" incarnation: 17421789173799713590\n",
" physical_device_desc: \"device: 0, name: GeForce GTX 960M, pci bus id: 0000:01:00.0, compute capability: 5.0\"]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"device_lib.list_local_devices()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

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Load Image test.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"from keras.applications.vgg19 import VGG19\n",
"from keras.preprocessing import image\n",
"from keras.applications.inception_v3 import preprocess_input\n",
"from keras.models import Model\n",
"import numpy as np\n",
"\n",
"# base_model = VGG19(weights='imagenet')\n",
"# model = Model(inputs=base_model.input, outputs=base_model.get_layer('block4_pool').output)\n",
"\n",
"img_path = 'images/Achanthidium delmontii-!-Achnanthidium delmontii.JPG'\n",
"img = image.load_img(img_path, target_size=(224, 224))\n",
"x = image.img_to_array(img)\n",
"x = np.expand_dims(x, axis=0)\n",
"x = preprocess_input(x)\n",
"\n",
"# block4_pool_features = model.predict(x)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-1.0, 1.0)"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.min(), x.max()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

523
Pretrained Inception True - False Classification.ipynb Normal file
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4
README.md
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# diatoms_detector # Diatoms detector
Detects diatoms in 256 x 256 microscopic images, based on bounding box annotations. Negative samples are extracted as randomly created bounding boxes outside of the manual annotations. Uses a (the) imagenet-pretrained inceptionv3 model from `keras`.

62
annotations/Achanthidium delmontii-!-Achnanthidium delmontii.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achanthidium delmontii-!-Achnanthidium delmontii.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achanthidium delmontii-!-Achnanthidium delmontii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>526</xmin>
<ymin>507</ymin>
<xmax>866</xmax>
<ymax>1165</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1034</xmin>
<ymin>578</ymin>
<xmax>1378</xmax>
<ymax>1137</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1717</xmin>
<ymin>163</ymin>
<xmax>2066</xmax>
<ymax>405</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1541</xmin>
<ymin>61</ymin>
<xmax>1703</xmax>
<ymax>444</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Achanthidium delmontii-!-Achnantidium delmontii.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achanthidium delmontii-!-Achnantidium delmontii.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achanthidium delmontii-!-Achnantidium delmontii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>848</xmin>
<ymin>197</ymin>
<xmax>1148</xmax>
<ymax>731</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1361</xmin>
<ymin>883</ymin>
<xmax>1534</xmax>
<ymax>1219</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>561</xmin>
<ymin>1366</ymin>
<xmax>848</xmax>
<ymax>1512</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1937</xmin>
<ymin>1005</ymin>
<xmax>2058</xmax>
<ymax>1227</ymax>
</bndbox>
</object>
</annotation>

74
annotations/Achanthidium delmontii.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achanthidium delmontii.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achanthidium delmontii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>758</xmin>
<ymin>192</ymin>
<xmax>1436</xmax>
<ymax>399</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>320</xmin>
<ymin>514</ymin>
<xmax>602</xmax>
<ymax>714</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>751</xmin>
<ymin>717</ymin>
<xmax>1448</xmax>
<ymax>890</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>653</xmin>
<ymin>1222</ymin>
<xmax>1041</xmax>
<ymax>1543</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1473</xmin>
<ymin>483</ymin>
<xmax>1832</xmax>
<ymax>763</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Achnantes (Lemnicola) hungarica.xml Normal file
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<annotation>
<folder>Lemnicola hungarica</folder>
<filename>Achnantes (Lemnicola) hungarica.JPG</filename>
<path>/home/herbert/RuG/data_science_kennisgroep/Image-recognition/data/diatomeeen/mine/LEMNICOLA/Lemnicola hungarica/Achnantes (Lemnicola) hungarica.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>935</xmin>
<ymin>670</ymin>
<xmax>1187</xmax>
<ymax>1114</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1054</xmin>
<ymin>44</ymin>
<xmax>2080</xmax>
<ymax>485</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Achnanthes coarctata.xml Normal file
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<annotation>
<folder>ACHNANTHES</folder>
<filename>Achnanthes coarctata.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHES\Achnanthes coarctata.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>692</xmin>
<ymin>674</ymin>
<xmax>1517</xmax>
<ymax>996</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>991</xmin>
<ymin>1024</ymin>
<xmax>1976</xmax>
<ymax>1425</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Achnanthidium affine.xml Normal file
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@@ -0,0 +1,62 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium affine.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium affine.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>915</xmin>
<ymin>5</ymin>
<xmax>1068</xmax>
<ymax>295</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1098</xmin>
<ymin>543</ymin>
<xmax>1536</xmax>
<ymax>1115</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>293</xmin>
<ymin>1292</ymin>
<xmax>720</xmax>
<ymax>1451</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>10</xmin>
<ymin>476</ymin>
<xmax>259</xmax>
<ymax>615</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Achnanthidium druarti-!-Achnanthidium druarti.xml Normal file
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@@ -0,0 +1,50 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium druarti-!-Achnanthidium druarti.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium druarti-!-Achnanthidium druarti.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>768</xmin>
<ymin>495</ymin>
<xmax>970</xmax>
<ymax>868</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1300</xmin>
<ymin>744</ymin>
<xmax>1849</xmax>
<ymax>1302</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>929</xmin>
<ymin>395</ymin>
<xmax>1429</xmax>
<ymax>956</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Achnanthidium druarti.xml Normal file
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@@ -0,0 +1,38 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium druarti.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium druarti.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>488</xmin>
<ymin>224</ymin>
<xmax>1034</xmax>
<ymax>715</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>881</xmin>
<ymin>512</ymin>
<xmax>1410</xmax>
<ymax>968</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Achnanthidium gr minutissima.xml Normal file
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@@ -0,0 +1,26 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium gr minutissima.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium gr minutissima.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>842</xmin>
<ymin>510</ymin>
<xmax>1339</xmax>
<ymax>1136</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Achnanthidium jackii-!-Achnanthidium jackii 1.xml Normal file
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@@ -0,0 +1,38 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium jackii-!-Achnanthidium jackii 1.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium jackii-!-Achnanthidium jackii 1.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>937</xmin>
<ymin>493</ymin>
<xmax>1354</xmax>
<ymax>734</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1107</xmin>
<ymin>388</ymin>
<xmax>1346</xmax>
<ymax>636</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Achnanthidium jackii-!-Achnanthidium jackii 421402 01.xml Normal file
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@@ -0,0 +1,26 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium jackii-!-Achnanthidium jackii 421402 01.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium jackii-!-Achnanthidium jackii 421402 01.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2592</width>
<height>1944</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>655</xmin>
<ymin>363</ymin>
<xmax>1466</xmax>
<ymax>1672</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Achnanthidium jackii-!-Achnanthidium jackii.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium jackii-!-Achnanthidium jackii.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium jackii-!-Achnanthidium jackii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>19</xmin>
<ymin>539</ymin>
<xmax>663</xmax>
<ymax>1226</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1131</xmin>
<ymin>590</ymin>
<xmax>1364</xmax>
<ymax>860</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1687</xmin>
<ymin>593</ymin>
<xmax>1900</xmax>
<ymax>737</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>398</xmin>
<ymin>1336</ymin>
<xmax>714</xmax>
<ymax>1524</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Achnanthidium jackii.xml Normal file
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@@ -0,0 +1,50 @@
<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium jackii.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium jackii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>405</xmin>
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</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1061</xmin>
<ymin>653</ymin>
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<ymax>993</ymax>
</bndbox>
</object>
</annotation>

74
annotations/Achnanthidium minutissimum-!-Achnanthidium minutissimum.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium minutissimum-!-Achnanthidium minutissimum.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium minutissimum-!-Achnanthidium minutissimum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<xmin>546</xmin>
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<ymax>960</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<object>
<name>diatomeen</name>
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<truncated>0</truncated>
<difficult>0</difficult>
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</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<ymax>982</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1902</xmin>
<ymin>5</ymin>
<xmax>2049</xmax>
<ymax>660</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Achnanthidium minutissimum.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium minutissimum.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium minutissimum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>975</xmin>
<ymin>602</ymin>
<xmax>1476</xmax>
<ymax>934</ymax>
</bndbox>
</object>
</annotation>

110
annotations/Achnanthidium saprophillum-!-Achnanthidium saprophillum.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium saprophillum-!-Achnanthidium saprophillum.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium saprophillum-!-Achnanthidium saprophillum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>198</xmin>
<ymin>187</ymin>
<xmax>468</xmax>
<ymax>317</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>815</xmin>
<ymin>265</ymin>
<xmax>1048</xmax>
<ymax>395</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>395</xmin>
<ymin>804</ymin>
<xmax>615</xmax>
<ymax>1048</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1068</xmin>
<ymin>617</ymin>
<xmax>1319</xmax>
<ymax>778</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1690</xmin>
<ymin>824</ymin>
<xmax>2078</xmax>
<ymax>1029</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>703</xmin>
<ymin>1324</ymin>
<xmax>959</xmax>
<ymax>1490</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1261</xmin>
<ymin>1258</ymin>
<xmax>1447</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1283</xmin>
<ymin>992</ymin>
<xmax>1500</xmax>
<ymax>1122</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Achnanthidium saprophillum.xml Normal file
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<annotation>
<folder>ACHNANTHIDIUM</folder>
<filename>Achnanthidium saprophillum.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ACHNANTHIDIUM\Achnanthidium saprophillum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>580</xmin>
<ymin>560</ymin>
<xmax>839</xmax>
<ymax>797</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1014</xmin>
<ymin>612</ymin>
<xmax>1241</xmax>
<ymax>919</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>100</xmin>
<ymin>1019</ymin>
<xmax>478</xmax>
<ymax>1336</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Adlafia bryphila.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>ADLAFIA</folder>
<filename>Adlafia bryphila.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ADLAFIA\Adlafia bryphila.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>997</xmin>
<ymin>807</ymin>
<xmax>1193</xmax>
<ymax>1193</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Adlafia minuscula var.muralis.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>ADLAFIA</folder>
<filename>Adlafia minuscula var.muralis.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\ADLAFIA\Adlafia minuscula var.muralis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>319</xmin>
<ymin>1087</ymin>
<xmax>1002</xmax>
<ymax>1483</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1195</xmin>
<ymin>824</ymin>
<xmax>1341</xmax>
<ymax>1097</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Amphipleura pellucida.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>AMPHIPLEURA</folder>
<filename>Amphipleura pellucida.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHIPLEURA\Amphipleura pellucida.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>39</xmin>
<ymin>819</ymin>
<xmax>353</xmax>
<ymax>1071</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1076</xmin>
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<xmax>1753</xmax>
<ymax>461</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<xmax>1941</xmax>
<ymax>1339</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
<xmin>787</xmin>
<ymin>778</ymin>
<xmax>1346</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Amphora copulata.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>AMPHORA</folder>
<filename>Amphora copulata.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\Amphora copulata.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>929</xmin>
<ymin>575</ymin>
<xmax>1305</xmax>
<ymax>1080</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1531</xmin>
<ymin>426</ymin>
<xmax>2080</xmax>
<ymax>821</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
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<bndbox>
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</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>39</ymin>
<xmax>932</xmax>
<ymax>212</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Amphora lange-bertalotti.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>AMPHORA</folder>
<filename>Amphora lange-bertalotti.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\Amphora lange-bertalotti.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<ymax>290</ymax>
</bndbox>
</object>
<object>
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</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<ymin>436</ymin>
<xmax>1861</xmax>
<ymax>887</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Amphora minutisima-!-Amphora minutissima.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>AMPHORA</folder>
<filename>Amphora minutisima-!-Amphora minutissima.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\Amphora minutisima-!-Amphora minutissima.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>765</ymin>
<xmax>1620</xmax>
<ymax>1409</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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</bndbox>
</object>
<object>
<name>diatomeen</name>
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<ymax>791</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Amphora minutisima.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>AMPHORA</folder>
<filename>Amphora minutisima.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\Amphora minutisima.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1066</xmin>
<ymin>466</ymin>
<xmax>1495</xmax>
<ymax>1080</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Amphora pediculus.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>AMPHORA</folder>
<filename>Amphora pediculus.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\Amphora pediculus.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<ymax>973</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>514</xmin>
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<ymax>985</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>5</xmin>
<ymin>1236</ymin>
<xmax>229</xmax>
<ymax>1451</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Bacillaria paxillifera.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>BACILLARIA</folder>
<filename>Bacillaria paxillifera.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\BACILLARIA\Bacillaria paxillifera.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>141</xmin>
<ymin>5</ymin>
<xmax>1624</xmax>
<ymax>1453</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Brachysira liliana.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>BRACHYSIRA</folder>
<filename>Brachysira liliana.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\BRACHYSIRA\Brachysira liliana.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>7</xmin>
<ymin>302</ymin>
<xmax>568</xmax>
<ymax>1002</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>666</xmin>
<ymin>348</ymin>
<xmax>1627</xmax>
<ymax>1224</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Brachysira neoexilis-!-Brachysira neoexcilis.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>BRACHYSIRA</folder>
<filename>Brachysira neoexilis-!-Brachysira neoexcilis.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\BRACHYSIRA\Brachysira neoexilis-!-Brachysira neoexcilis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>566</xmin>
<ymin>482</ymin>
<xmax>1015</xmax>
<ymax>760</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymax>848</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<object>
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<ymax>1331</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Brachysira neoexilis-!-Brachysira neoexilis.xml Normal file
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<annotation>
<folder>BRACHYSIRA</folder>
<filename>Brachysira neoexilis-!-Brachysira neoexilis.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\BRACHYSIRA\Brachysira neoexilis-!-Brachysira neoexilis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
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<object>
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<object>
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<ymin>673</ymin>
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<ymax>851</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Brachysira neoexilis.xml Normal file
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<annotation>
<folder>BRACHYSIRA</folder>
<filename>Brachysira neoexilis.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\BRACHYSIRA\Brachysira neoexilis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
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<object>
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<object>
<name>diatomeen</name>
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</bndbox>
</object>
</annotation>

26
annotations/CONTROL_ Amphora ovalis.xml Normal file
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<annotation>
<folder>AMPHORA</folder>
<filename>CONTROL_ Amphora ovalis.JPG</filename>
<path>C:\Temp\Image-recognition-master\unique_names\Anwar\AMPHORA\CONTROL_ Amphora ovalis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
<name>diatomeen</name>
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<difficult>0</difficult>
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<xmax>1641</xmax>
<ymax>956</ymax>
</bndbox>
</object>
</annotation>

26
annotations/CONTROL_ Gomphonema agur.xml Normal file
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<annotation>
<folder>diatomeeenpic</folder>
<filename>CONTROL_ Gomphonema agur.JPG</filename>
<path>/Users/markoost/Documents/kennis/data/diatomeeenpic/CONTROL_ Gomphonema agur.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
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<difficult>0</difficult>
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<xmax>1685</xmax>
<ymax>1052</ymax>
</bndbox>
</object>
</annotation>

26
annotations/CONTROL_ Gomphonema supertergestinum.xml Normal file
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<annotation>
<folder>diatomeeenpic</folder>
<filename>CONTROL_ Gomphonema supertergestinum.JPG</filename>
<path>/Users/markoost/Documents/kennis/data/diatomeeenpic/CONTROL_ Gomphonema supertergestinum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
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<difficult>0</difficult>
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<ymin>238</ymin>
<xmax>1779</xmax>
<ymax>1056</ymax>
</bndbox>
</object>
</annotation>

26
annotations/CONTROL_ Gyrosigma obtusatum.xml Normal file
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<annotation>
<folder>diatomeeenpic</folder>
<filename>CONTROL_ Gyrosigma obtusatum.JPG</filename>
<path>/Users/markoost/Documents/kennis/data/diatomeeenpic/CONTROL_ Gyrosigma obtusatum.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
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<ymin>279</ymin>
<xmax>2080</xmax>
<ymax>1201</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Caloneis amphisbaena.xml Normal file
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<annotation>
<folder>CALONEIS</folder>
<filename>Caloneis amphisbaena.JPG</filename>
<path>C:/Users/snijd507/Documents/Python Scripts/DataScience - ImageRecognition/Image-recognition-master/data/diatomeeen/CALONEIS/Caloneis amphisbaena.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>Diatomeen</name>
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<difficult>0</difficult>
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<xmax>1898</xmax>
<ymax>1386</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Caloneis lancetulla.xml Normal file
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<annotation>
<folder>CALONEIS</folder>
<filename>Caloneis lancetulla.JPG</filename>
<path>C:/Users/snijd507/Documents/Python Scripts/DataScience - ImageRecognition/Image-recognition-master/data/diatomeeen/CALONEIS/Caloneis lancetulla.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
<name>Diatomeen</name>
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<difficult>0</difficult>
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<xmax>1352</xmax>
<ymax>981</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Caloneis silicula-!-Caloneis silicula 1.xml Normal file
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<annotation>
<folder>CALONEIS</folder>
<filename>Caloneis silicula-!-Caloneis silicula 1.JPG</filename>
<path>C:/Users/snijd507/Documents/Python Scripts/DataScience - ImageRecognition/Image-recognition-master/data/unique_names/Pieter Jan/CALONEIS/Caloneis silicula-!-Caloneis silicula 1.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<segmented>0</segmented>
<object>
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<xmax>1511</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Caloneis silicula-!-Caloneis silicula.xml Normal file
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<annotation>
<folder>CALONEIS</folder>
<filename>Caloneis silicula-!-Caloneis silicula.JPG</filename>
<path>C:/Users/snijd507/Documents/Python Scripts/DataScience - ImageRecognition/Image-recognition-master/data/unique_names/Pieter Jan/CALONEIS/Caloneis silicula-!-Caloneis silicula.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
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<object>
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</bndbox>
</object>
</annotation>

38
annotations/Caloneis silicula.xml Normal file
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<annotation>
<folder>CALONEIS</folder>
<filename>Caloneis silicula.JPG</filename>
<path>C:/Users/snijd507/Documents/Python Scripts/DataScience - ImageRecognition/Image-recognition-master/data/unique_names/Pieter Jan/CALONEIS/Caloneis silicula.JPG</path>
<source>
<database>Unknown</database>
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<size>
<width>2080</width>
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<depth>3</depth>
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<object>
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<object>
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<ymax>1215</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cavinula cocconeiformis.xml Normal file
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<annotation>
<folder>CAVINULA</folder>
<filename>Cavinula cocconeiformis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CAVINULA\Cavinula cocconeiformis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
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<depth>3</depth>
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<segmented>0</segmented>
<object>
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<object>
<name>diatomeen</name>
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</object>
</annotation>

26
annotations/Chamaepinnularia evanida 421402 01.xml Normal file
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<annotation>
<folder>CHAMAEPINNULARIA</folder>
<filename>Chamaepinnularia evanida 421402 01.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CHAMAEPINNULARIA\Chamaepinnularia evanida 421402 01.JPG</path>
<source>
<database>Unknown</database>
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<size>
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<object>
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</bndbox>
</object>
</annotation>

38
annotations/Chamaepinnularia krookiformis.xml Normal file
View File

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<annotation>
<folder>PINNULARIA</folder>
<filename>Chamaepinnularia krookiformis.JPG</filename>
<path>/Users/sharonverlaan/Downloads/unique_names/Sharon/PINNULARIA/Chamaepinnularia krookiformis.JPG</path>
<source>
<database>Unknown</database>
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<size>
<width>2080</width>
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</annotation>

26
annotations/Cocconeis neothumensis.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>COCCONEIS</folder>
<filename>Cocconeis neothumensis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\COCCONEIS\Cocconeis neothumensis.JPG</path>
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<database>Unknown</database>
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</annotation>

38
annotations/Cocconeis placentula .xml Normal file
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@@ -0,0 +1,38 @@
<annotation>
<folder>COCCONEIS</folder>
<filename>Cocconeis placentula .JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\COCCONEIS\Cocconeis placentula .JPG</path>
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<database>Unknown</database>
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</annotation>

26
annotations/Cocconeis-!-Cocconeis.xml Normal file
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@@ -0,0 +1,26 @@
<annotation>
<folder>COCCONEIS</folder>
<filename>Cocconeis-!-Cocconeis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\COCCONEIS\Cocconeis-!-Cocconeis.JPG</path>
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</annotation>

26
annotations/Cocconeis.xml Normal file
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@@ -0,0 +1,26 @@
<annotation>
<folder>COCCONEIS</folder>
<filename>Cocconeis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\COCCONEIS\Cocconeis.JPG</path>
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<database>Unknown</database>
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26
annotations/Craticula accomoda 421402 01.xml Normal file
View File

@@ -0,0 +1,26 @@
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<folder>CRATICULA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula accomoda 421402 01.JPG</path>
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</annotation>

38
annotations/Craticula ambigua-!-Craticula ambigua.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>CRATICULA</folder>
<filename>Craticula ambigua-!-Craticula ambigua.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula ambigua-!-Craticula ambigua.JPG</path>
<source>
<database>Unknown</database>
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<size>
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</annotation>

50
annotations/Craticula buderi.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>CRATICULA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula buderi.JPG</path>
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</object>
</annotation>

50
annotations/Craticula halophila.xml Normal file
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<annotation>
<folder>CRATICULA</folder>
<filename>Craticula halophila.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula halophila.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>216</xmin>
<ymin>351</ymin>
<xmax>660</xmax>
<ymax>901</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>911</xmin>
<ymin>104</ymin>
<xmax>1275</xmax>
<ymax>1476</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1639</xmin>
<ymin>1171</ymin>
<xmax>1997</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Craticula-!-Craticula.xml Normal file
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<annotation>
<folder>CRATICULA</folder>
<filename>Craticula-!-Craticula.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula-!-Craticula.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1</xmin>
<ymin>1</ymin>
<xmax>1813</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Craticula.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>CRATICULA</folder>
<filename>Craticula.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CRATICULA\Craticula.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>918</xmin>
<ymin>543</ymin>
<xmax>1241</xmax>
<ymax>769</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>455</xmin>
<ymin>215</ymin>
<xmax>1878</xmax>
<ymax>1524</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1883</xmin>
<ymin>532</ymin>
<xmax>2080</xmax>
<ymax>964</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymatopleura librile.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMATOPLEURA</folder>
<filename>Cymatopleura librile.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMATOPLEURA\Cymatopleura librile.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1059</xmin>
<ymin>63</ymin>
<xmax>2019</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymatopleura solea var.apiculata.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMATOPLEURA</folder>
<filename>Cymatopleura solea var.apiculata.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMATOPLEURA\Cymatopleura solea var.apiculata.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>790</xmin>
<ymin>122</ymin>
<xmax>2070</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymbella affiniformis _.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella affiniformis _.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella affiniformis _.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>818</xmin>
<ymin>401</ymin>
<xmax>1146</xmax>
<ymax>1281</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Cymbella compacta-!-Cymbella compacta 1.xml Normal file
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@@ -0,0 +1,50 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella compacta-!-Cymbella compacta 1.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella compacta-!-Cymbella compacta 1.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>616</xmin>
<ymin>669</ymin>
<xmax>1680</xmax>
<ymax>1102</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1693</xmin>
<ymin>814</ymin>
<xmax>2005</xmax>
<ymax>1128</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>441</xmin>
<ymin>1240</ymin>
<xmax>738</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cymbella compacta-!-Cymbella compacta 2.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella compacta-!-Cymbella compacta 2.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella compacta-!-Cymbella compacta 2.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>934</xmin>
<ymin>191</ymin>
<xmax>1429</xmax>
<ymax>1263</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>283</xmin>
<ymin>222</ymin>
<xmax>723</xmax>
<ymax>1322</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymbella compacta-!-Cymbella compacta-!-Cymbella compacta.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella compacta-!-Cymbella compacta-!-Cymbella compacta.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella compacta-!-Cymbella compacta-!-Cymbella compacta.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>736</xmin>
<ymin>178</ymin>
<xmax>1888</xmax>
<ymax>1294</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cymbella compacta-!-Cymbella compacta.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella compacta-!-Cymbella compacta.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella compacta-!-Cymbella compacta.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>551</xmin>
<ymin>702</ymin>
<xmax>1724</xmax>
<ymax>1091</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1495</xmin>
<ymin>202</ymin>
<xmax>2039</xmax>
<ymax>753</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymbella compacta.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella compacta.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella compacta.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>688</xmin>
<ymin>156</ymin>
<xmax>1342</xmax>
<ymax>1176</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Cymbella cymbiformis-!-Cymbella cymbiformis.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella cymbiformis-!-Cymbella cymbiformis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella cymbiformis-!-Cymbella cymbiformis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>949</xmin>
<ymin>394</ymin>
<xmax>1828</xmax>
<ymax>1109</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>121</xmin>
<ymin>576</ymin>
<xmax>964</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1111</xmin>
<ymin>940</ymin>
<xmax>1731</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>651</xmin>
<ymin>1</ymin>
<xmax>1276</xmax>
<ymax>709</ymax>
</bndbox>
</object>
</annotation>

62
annotations/Cymbella cymbiformis.xml Normal file
View File

@@ -0,0 +1,62 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella cymbiformis.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella cymbiformis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1134</xmin>
<ymin>142</ymin>
<xmax>1667</xmax>
<ymax>1428</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>580</xmin>
<ymin>568</ymin>
<xmax>905</xmax>
<ymax>868</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>167</xmin>
<ymin>655</ymin>
<xmax>657</xmax>
<ymax>1150</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>459</xmin>
<ymin>442</ymin>
<xmax>903</xmax>
<ymax>561</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymbella hustedtii.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella hustedtii.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella hustedtii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>955</xmin>
<ymin>686</ymin>
<xmax>1308</xmax>
<ymax>1084</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cymbella lanceolata-!-Cymbella lanceolata.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella lanceolata-!-Cymbella lanceolata.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella lanceolata-!-Cymbella lanceolata.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1146</xmin>
<ymin>940</ymin>
<xmax>1826</xmax>
<ymax>1319</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1</xmin>
<ymin>1</ymin>
<xmax>2073</xmax>
<ymax>1424</ymax>
</bndbox>
</object>
</annotation>

26
annotations/Cymbella lange-bertalotii-!-Cymbella lange-bertalotii.xml Normal file
View File

@@ -0,0 +1,26 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella lange-bertalotii-!-Cymbella lange-bertalotii.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella lange-bertalotii-!-Cymbella lange-bertalotii.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>211</xmin>
<ymin>251</ymin>
<xmax>1865</xmax>
<ymax>1455</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cymbella neocistula-!-Cymbella neocistula.xml Normal file
View File

@@ -0,0 +1,38 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella neocistula-!-Cymbella neocistula.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella neocistula-!-Cymbella neocistula.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>236</xmin>
<ymin>128</ymin>
<xmax>1716</xmax>
<ymax>1237</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>88</xmin>
<ymin>37</ymin>
<xmax>624</xmax>
<ymax>445</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Cymbella neocistula.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella neocistula.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella neocistula.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1308</xmin>
<ymin>633</ymin>
<xmax>1833</xmax>
<ymax>1104</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>278</xmin>
<ymin>220</ymin>
<xmax>1744</xmax>
<ymax>1346</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1474</xmin>
<ymin>1137</ymin>
<xmax>1755</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
</annotation>

74
annotations/Cymbella parva-!-Cymbella parva _.xml Normal file
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@@ -0,0 +1,74 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella parva-!-Cymbella parva _.JPG</filename>
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26
annotations/Cymbella parva-!-Cymbella parva.xml Normal file
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<annotation>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella parva-!-Cymbella parva.JPG</path>
<source>
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<size>
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</object>
</annotation>

50
annotations/Cymbella parva.xml Normal file
View File

@@ -0,0 +1,50 @@
<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella parva.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella parva.JPG</path>
<source>
<database>Unknown</database>
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<size>
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<object>
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<object>
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38
annotations/Cymbella proxima-!-Cymbella proxima.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella proxima-!-Cymbella proxima.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
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<object>
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<object>
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</object>
</annotation>

26
annotations/Cymbella proxima.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
<filename>Cymbella proxima.JPG</filename>
<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella proxima.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
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<depth>3</depth>
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<object>
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</annotation>

26
annotations/Cymbella subcistula-!-Cymbella subcistula.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella subcistula-!-Cymbella subcistula.JPG</path>
<source>
<database>Unknown</database>
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<size>
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</annotation>

26
annotations/Cymbella subcistula.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<size>
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<ymax>1314</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Cymbella subleptoceros-!-Cymbella subleptoceros.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella subleptoceros-!-Cymbella subleptoceros.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
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<object>
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<object>
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</annotation>

62
annotations/Cymbella subleptoceros.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella subleptoceros.JPG</path>
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<database>Unknown</database>
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<size>
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<object>
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<object>
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<bndbox>
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</bndbox>
</object>
</annotation>

38
annotations/Cymbella-!-Cymbella.xml Normal file
View File

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<annotation>
<folder>CYMBELLA</folder>
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<path>C:\Users\snijd507\Documents\Python Scripts\DataScience - ImageRecognition\Image-recognition-master\data\unique_names\Pieter Jan\CYMBELLA\Cymbella-!-Cymbella.JPG</path>
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<size>
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26
annotations/Cymbella.xml Normal file
View File

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<annotation>
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50
annotations/Cymbopleura amphicephala.xml Normal file
View File

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<annotation>
<folder>CYMBOPLEURA</folder>
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<path>/home/leslie/Downloads/unique_names/Leslie/CYMBOPLEURA/Cymbopleura amphicephala.JPG</path>
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38
annotations/Cymbopleura florentina var. brevis Normal file
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38
annotations/Cymbopleura florentina var. brevis-!-Cymbopleura florentina var. brevis Normal file
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122
annotations/Cymbopleura naviculiformis-!-Cymbopleura naviculiformis 1.xml Normal file
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<path>/home/leslie/Downloads/unique_names/Leslie/CYMBOPLEURA/Cymbopleura naviculiformis-!-Cymbopleura naviculiformis 1.JPG</path>
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158
annotations/Cymbopleura naviculiformis-!-Cymbopleura naviculiformis.xml Normal file
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158
annotations/Cymbopleura naviculiformis.xml Normal file
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<path>/home/leslie/Downloads/unique_names/Leslie/CYMBOPLEURA/Cymbopleura naviculiformis.JPG</path>
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158
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<annotation>
<folder>DENTICULA</folder>
<filename>Denticula subtilis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DENTICULA/Denticula subtilis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
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<depth>3</depth>
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<segmented>0</segmented>
<object>
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38
annotations/Denticula tenuis.xml Normal file
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<folder>DENTICULA</folder>
<filename>Denticula tenuis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DENTICULA/Denticula tenuis.JPG</path>
<source>
<database>Unknown</database>
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<size>
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62
annotations/Denticulata sundaysensis.xml Normal file
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<annotation>
<folder>DENTICULATA</folder>
<filename>Denticulata sundaysensis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DENTICULATA/Denticulata sundaysensis.JPG</path>
<source>
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74
annotations/Diadesmis cf.brekkaensis Normal file
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<annotation>
<folder>DIADESMIS</folder>
<filename>Diadesmis cf.brekkaensis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DIADESMIS/Diadesmis cf.brekkaensis.JPG</path>
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<database>Unknown</database>
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<size>
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26
annotations/Diadesmis cf.brekkaensis-!-Diadesmis cf.brekkaensis Normal file
View File

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134
annotations/Diatoma moniliformis-!-Diatoma moniliformis.xml Normal file
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62
annotations/Diatoma moniliformis.xml Normal file
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26
annotations/Diatoma problematica-!-Diatoma problematica.xml Normal file
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<annotation>
<folder>DIATOMA</folder>
<filename>Diatoma problematica-!-Diatoma problematica.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DIATOMA/Diatoma problematica-!-Diatoma problematica.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>971</xmin>
<ymin>412</ymin>
<xmax>1477</xmax>
<ymax>1135</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Diatoma problematica.xml Normal file
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<annotation>
<folder>DIATOMA</folder>
<filename>Diatoma problematica.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DIATOMA/Diatoma problematica.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>606</ymin>
<xmax>1158</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1043</xmin>
<ymin>715</ymin>
<xmax>1608</xmax>
<ymax>1165</ymax>
</bndbox>
</object>
</annotation>

38
annotations/Diatoma tenuis-!-Diatoma tenuis.xml Normal file
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<annotation>
<folder>DIATOMA</folder>
<filename>Diatoma tenuis-!-Diatoma tenuis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DIATOMA/Diatoma tenuis-!-Diatoma tenuis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>1</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>128</xmin>
<ymin>15</ymin>
<xmax>684</xmax>
<ymax>1544</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<xmax>1501</xmax>
<ymax>1091</ymax>
</bndbox>
</object>
</annotation>

50
annotations/Diatoma tenuis.xml Normal file
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@@ -0,0 +1,50 @@
<annotation>
<folder>DIATOMA</folder>
<filename>Diatoma tenuis.JPG</filename>
<path>/home/leslie/Downloads/unique_names/Leslie/DIATOMA/Diatoma tenuis.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2080</width>
<height>1544</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymax>1157</ymax>
</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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</bndbox>
</object>
<object>
<name>diatomeen</name>
<pose>Unspecified</pose>
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<bndbox>
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<ymin>5</ymin>
<xmax>2080</xmax>
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</bndbox>
</object>
</annotation>

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