diff --git a/.idea/workspace.xml b/.idea/workspace.xml
deleted file mode 100644
index 3ff0d64..0000000
--- a/.idea/workspace.xml
+++ /dev/null
@@ -1,397 +0,0 @@
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-<project version="4">
-  <component name="ChangeListManager">
-    <list default="true" id="3404577b-bc9d-4705-bfd4-ff104b268f2d" name="Default" comment="" />
-    <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
-    <option name="TRACKING_ENABLED" value="true" />
-    <option name="SHOW_DIALOG" value="false" />
-    <option name="HIGHLIGHT_CONFLICTS" value="true" />
-    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
-    <option name="LAST_RESOLUTION" value="IGNORE" />
-  </component>
-  <component name="FileEditorManager">
-    <leaf>
-      <file leaf-file-name="pipline.py" pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/hyperlpr/pipline.py">
-          <provider selected="true" editor-type-id="text-editor">
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-              <folding>
-                <element signature="e#14#27#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file leaf-file-name="utf_8.py" pinned="false" current-in-tab="true">
-        <entry file="file:///System/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/encodings/utf_8.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="160">
-              <caret line="15" selection-start-line="15" selection-end-line="15" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file leaf-file-name="batch.py" pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/batch.py">
-          <provider selected="true" editor-type-id="text-editor" />
-        </entry>
-      </file>
-      <file leaf-file-name="8e4937d6.png" pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/cache/finemapping/8e4937d6.png">
-          <provider selected="true" editor-type-id="images" />
-        </entry>
-      </file>
-      <file leaf-file-name="2_.jpg" pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/images_rec/2_.jpg">
-          <provider selected="true" editor-type-id="images" />
-        </entry>
-      </file>
-      <file leaf-file-name="HyperLprGUI.py" pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/HyperLprGUI.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="-8962" />
-          </provider>
-        </entry>
-      </file>
-    </leaf>
-  </component>
-  <component name="FileTemplateManagerImpl">
-    <option name="RECENT_TEMPLATES">
-      <list>
-        <option value="Python Script" />
-      </list>
-    </option>
-  </component>
-  <component name="FindInProjectRecents">
-    <findStrings>
-      <find>print</find>
-    </findStrings>
-  </component>
-  <component name="Git.Settings">
-    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
-  </component>
-  <component name="IdeDocumentHistory">
-    <option name="CHANGED_PATHS">
-      <list>
-        <option value="$PROJECT_DIR$/hyperlpr/e2e.py" />
-        <option value="$PROJECT_DIR$/hyperlpr/finemapping_vertical.py" />
-        <option value="$PROJECT_DIR$/hyperLPR_tiny.py" />
-        <option value="$PROJECT_DIR$/benchmark.py" />
-        <option value="$PROJECT_DIR$/HyperLPRLite.py" />
-        <option value="$PROJECT_DIR$/demo.py" />
-      </list>
-    </option>
-  </component>
-  <component name="ProjectFrameBounds">
-    <option name="x" value="1168" />
-    <option name="y" value="497" />
-    <option name="width" value="1440" />
-    <option name="height" value="827" />
-  </component>
-  <component name="ProjectView">
-    <navigator proportions="" version="1">
-      <foldersAlwaysOnTop value="true" />
-    </navigator>
-    <panes>
-      <pane id="ProjectPane">
-        <subPane>
-          <expand>
-            <path>
-              <item name="HyperLPR" type="b2602c69:ProjectViewProjectNode" />
-              <item name="HyperLPR" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="HyperLPR" type="b2602c69:ProjectViewProjectNode" />
-              <item name="HyperLPR" type="462c0819:PsiDirectoryNode" />
-              <item name="images_rec" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="HyperLPR" type="b2602c69:ProjectViewProjectNode" />
-              <item name="HyperLPR" type="462c0819:PsiDirectoryNode" />
-              <item name="model" type="462c0819:PsiDirectoryNode" />
-            </path>
-          </expand>
-          <select />
-        </subPane>
-      </pane>
-      <pane id="Scope" />
-    </panes>
-  </component>
-  <component name="PropertiesComponent">
-    <property name="last_opened_file_path" value="$PROJECT_DIR$" />
-    <property name="settings.editor.selected.configurable" value="vcs.Git" />
-  </component>
-  <component name="RunDashboard">
-    <option name="ruleStates">
-      <list>
-        <RuleState>
-          <option name="name" value="ConfigurationTypeDashboardGroupingRule" />
-        </RuleState>
-        <RuleState>
-          <option name="name" value="StatusDashboardGroupingRule" />
-        </RuleState>
-      </list>
-    </option>
-  </component>
-  <component name="RunManager" selected="Python.demo">
-    <configuration name="HyperLprGUI" type="PythonConfigurationType" factoryName="Python" temporary="true">
-      <module name="HyperLPR" />
-      <option name="INTERPRETER_OPTIONS" value="" />
-      <option name="PARENT_ENVS" value="true" />
-      <envs>
-        <env name="PYTHONUNBUFFERED" value="1" />
-      </envs>
-      <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
-      <option name="IS_MODULE_SDK" value="true" />
-      <option name="ADD_CONTENT_ROOTS" value="true" />
-      <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/HyperLprGUI.py" />
-      <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
-      <option name="EMULATE_TERMINAL" value="false" />
-      <option name="MODULE_MODE" value="false" />
-    </configuration>
-    <configuration name="demo" type="PythonConfigurationType" factoryName="Python" temporary="true">
-      <module name="HyperLPR" />
-      <option name="INTERPRETER_OPTIONS" value="" />
-      <option name="PARENT_ENVS" value="true" />
-      <envs>
-        <env name="PYTHONUNBUFFERED" value="1" />
-      </envs>
-      <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
-      <option name="IS_MODULE_SDK" value="true" />
-      <option name="ADD_CONTENT_ROOTS" value="true" />
-      <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/demo.py" />
-      <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
-      <option name="EMULATE_TERMINAL" value="false" />
-      <option name="MODULE_MODE" value="false" />
-    </configuration>
-    <configuration name="hyperLPR_tiny" type="PythonConfigurationType" factoryName="Python" temporary="true">
-      <module name="HyperLPR" />
-      <option name="INTERPRETER_OPTIONS" value="" />
-      <option name="PARENT_ENVS" value="true" />
-      <envs>
-        <env name="PYTHONUNBUFFERED" value="1" />
-      </envs>
-      <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
-      <option name="IS_MODULE_SDK" value="true" />
-      <option name="ADD_CONTENT_ROOTS" value="true" />
-      <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/HyperLPRLite.py" />
-      <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
-      <option name="EMULATE_TERMINAL" value="false" />
-      <option name="MODULE_MODE" value="false" />
-    </configuration>
-    <configuration name="upload" type="PythonConfigurationType" factoryName="Python" temporary="true">
-      <module name="HyperLPR" />
-      <option name="INTERPRETER_OPTIONS" value="" />
-      <option name="PARENT_ENVS" value="true" />
-      <envs>
-        <env name="PYTHONUNBUFFERED" value="1" />
-      </envs>
-      <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
-      <option name="IS_MODULE_SDK" value="true" />
-      <option name="ADD_CONTENT_ROOTS" value="true" />
-      <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/upload.py" />
-      <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
-      <option name="EMULATE_TERMINAL" value="false" />
-      <option name="MODULE_MODE" value="false" />
-    </configuration>
-    <list>
-      <item itemvalue="Python.upload" />
-      <item itemvalue="Python.HyperLprGUI" />
-      <item itemvalue="Python.hyperLPR_tiny" />
-      <item itemvalue="Python.demo" />
-    </list>
-    <recent_temporary>
-      <list>
-        <item itemvalue="Python.demo" />
-        <item itemvalue="Python.hyperLPR_tiny" />
-        <item itemvalue="Python.HyperLprGUI" />
-        <item itemvalue="Python.upload" />
-      </list>
-    </recent_temporary>
-  </component>
-  <component name="SvnConfiguration">
-    <configuration>$USER_HOME$/.subversion</configuration>
-  </component>
-  <component name="TaskManager">
-    <task active="true" id="Default" summary="Default task">
-      <changelist id="3404577b-bc9d-4705-bfd4-ff104b268f2d" name="Default" comment="" />
-      <created>1523462206021</created>
-      <option name="number" value="Default" />
-      <option name="presentableId" value="Default" />
-      <updated>1523462206021</updated>
-    </task>
-    <servers />
-  </component>
-  <component name="ToolWindowManager">
-    <frame x="1168" y="497" width="1440" height="827" extended-state="0" />
-    <layout>
-      <window_info active="true" content_ui="combo" id="Project" order="0" visible="true" weight="0.25" />
-      <window_info anchor="bottom" id="TODO" order="6" />
-      <window_info anchor="bottom" id="Event Log" side_tool="true" />
-      <window_info anchor="bottom" id="Run" order="2" visible="true" weight="0.32934928" />
-      <window_info anchor="bottom" id="Version Control" />
-      <window_info anchor="bottom" id="Python Console" />
-      <window_info id="Structure" order="1" side_tool="true" weight="0.25" />
-      <window_info anchor="bottom" id="Terminal" />
-      <window_info anchor="bottom" id="Debug" order="3" weight="0.4" />
-      <window_info id="Favorites" side_tool="true" />
-      <window_info anchor="bottom" id="Find" order="1" />
-      <window_info anchor="right" id="Commander" order="0" weight="0.4" />
-      <window_info anchor="right" content_ui="combo" id="Hierarchy" order="2" weight="0.25" />
-      <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
-      <window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
-      <window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
-      <window_info anchor="bottom" id="Message" order="0" />
-    </layout>
-  </component>
-  <component name="VcsContentAnnotationSettings">
-    <option name="myLimit" value="2678400000" />
-  </component>
-  <component name="editorHistoryManager">
-    <entry file="file://$PROJECT_DIR$/upload.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="345">
-          <caret line="40" column="20" selection-start-line="40" selection-start-column="20" selection-end-line="40" selection-end-column="20" />
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-    <entry file="file://$PROJECT_DIR$/hyperlpr/detect.py">
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-    <entry file="file://$PROJECT_DIR$/LICENSE">
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-    </entry>
-    <entry file="file://$PROJECT_DIR$/hyperlpr/e2emodel.py">
-      <provider selected="true" editor-type-id="text-editor">
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-    <entry file="file:///Library/Python/2.7/site-packages/keras/engine/training.py">
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-    </entry>
-    <entry file="file://$PROJECT_DIR$/0_rough.jpg">
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-    </entry>
-    <entry file="file://$PROJECT_DIR$/0.jpg">
-      <provider selected="true" editor-type-id="images" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/images_rec/2_.jpg">
-      <provider selected="true" editor-type-id="images" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/images_rec/006vT0dkzy73eTACbIh15.jpg">
-      <provider selected="true" editor-type-id="images" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/cache/finemapping/8e4937d6.png">
-      <provider selected="true" editor-type-id="images" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/batch.py">
-      <provider selected="true" editor-type-id="text-editor" />
-    </entry>
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-      <provider selected="true" editor-type-id="text-editor">
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-    <entry file="file://$PROJECT_DIR$/HyperLprGUI.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-8962" />
-      </provider>
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-    <entry file="file:///System/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/encodings/utf_8.py">
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-          <caret line="15" selection-start-line="15" selection-end-line="15" />
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-      </provider>
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-  </component>
-  <component name="masterDetails">
-    <states>
-      <state key="ScopeChooserConfigurable.UI">
-        <settings>
-          <splitter-proportions>
-            <option name="proportions">
-              <list>
-                <option value="0.2" />
-              </list>
-            </option>
-          </splitter-proportions>
-        </settings>
-      </state>
-    </states>
-  </component>
-</project>
\ No newline at end of file