diff --git a/enhance.py b/enhance.py
index becb851..f5d1dba 100755
--- a/enhance.py
+++ b/enhance.py
@@ -384,6 +384,7 @@ class Model(object):
     def load_model(self):
         if not os.path.exists(self.get_filename(absolute=True)):
             if args.train: return {}, {}
+            print(self.get_filename())
             error("Model file with pre-trained convolution layers not found. Download it here...",
                   "https://github.com/alexjc/neural-enhance/releases/download/v%s/%s"%(__version__, self.get_filename()))
         print('  - Loaded file `{}` with trained model.'.format(self.get_filename()))
diff --git a/images/car.jpg b/images/car.jpg
new file mode 100644
index 0000000..2205fb3
Binary files /dev/null and b/images/car.jpg differ
diff --git a/images/person.jpg b/images/person.jpg
new file mode 100644
index 0000000..52e2629
Binary files /dev/null and b/images/person.jpg differ
diff --git a/libgpuarray b/libgpuarray
new file mode 160000
index 0000000..9cec614
--- /dev/null
+++ b/libgpuarray
@@ -0,0 +1 @@
+Subproject commit 9cec61435c11cf2ffcf7c480c2d524772585c47f
diff --git a/pyvenv/Scripts/Activate.ps1 b/pyvenv/Scripts/Activate.ps1
new file mode 100644
index 0000000..c1e8fba
--- /dev/null
+++ b/pyvenv/Scripts/Activate.ps1
@@ -0,0 +1,51 @@
+function global:deactivate ([switch]$NonDestructive) {
+    # Revert to original values
+    if (Test-Path function:_OLD_VIRTUAL_PROMPT) {
+        copy-item function:_OLD_VIRTUAL_PROMPT function:prompt
+        remove-item function:_OLD_VIRTUAL_PROMPT
+    }
+
+    if (Test-Path env:_OLD_VIRTUAL_PYTHONHOME) {
+        copy-item env:_OLD_VIRTUAL_PYTHONHOME env:PYTHONHOME
+        remove-item env:_OLD_VIRTUAL_PYTHONHOME
+    }
+
+    if (Test-Path env:_OLD_VIRTUAL_PATH) {
+        copy-item env:_OLD_VIRTUAL_PATH env:PATH
+        remove-item env:_OLD_VIRTUAL_PATH
+    }
+
+    if (Test-Path env:VIRTUAL_ENV) {
+        remove-item env:VIRTUAL_ENV
+    }
+
+    if (!$NonDestructive) {
+        # Self destruct!
+        remove-item function:deactivate
+    }
+}
+
+deactivate -nondestructive
+
+$env:VIRTUAL_ENV="D:\Programming\Workspace\Neural enhance\neural-enhance\pyvenv"
+
+if (! $env:VIRTUAL_ENV_DISABLE_PROMPT) {
+    # Set the prompt to include the env name
+    # Make sure _OLD_VIRTUAL_PROMPT is global
+    function global:_OLD_VIRTUAL_PROMPT {""}
+    copy-item function:prompt function:_OLD_VIRTUAL_PROMPT
+    function global:prompt {
+        Write-Host -NoNewline -ForegroundColor Green '(pyvenv) '
+        _OLD_VIRTUAL_PROMPT
+    }
+}
+
+# Clear PYTHONHOME
+if (Test-Path env:PYTHONHOME) {
+    copy-item env:PYTHONHOME env:_OLD_VIRTUAL_PYTHONHOME
+    remove-item env:PYTHONHOME
+}
+
+# Add the venv to the PATH
+copy-item env:PATH env:_OLD_VIRTUAL_PATH
+$env:PATH = "$env:VIRTUAL_ENV\Scripts;$env:PATH"
diff --git a/pyvenv/Scripts/activate b/pyvenv/Scripts/activate
new file mode 100644
index 0000000..37959cb
--- /dev/null
+++ b/pyvenv/Scripts/activate
@@ -0,0 +1,76 @@
+# This file must be used with "source bin/activate" *from bash*
+# you cannot run it directly
+
+deactivate () {
+    # reset old environment variables
+    if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
+        PATH="${_OLD_VIRTUAL_PATH:-}"
+        export PATH
+        unset _OLD_VIRTUAL_PATH
+    fi
+    if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
+        PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+        export PYTHONHOME
+        unset _OLD_VIRTUAL_PYTHONHOME
+    fi
+
+    # This should detect bash and zsh, which have a hash command that must
+    # be called to get it to forget past commands.  Without forgetting
+    # past commands the $PATH changes we made may not be respected
+    if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+        hash -r
+    fi
+
+    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+        PS1="${_OLD_VIRTUAL_PS1:-}"
+        export PS1
+        unset _OLD_VIRTUAL_PS1
+    fi
+
+    unset VIRTUAL_ENV
+    if [ ! "$1" = "nondestructive" ] ; then
+    # Self destruct!
+        unset -f deactivate
+    fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+VIRTUAL_ENV="D:\Programming\Workspace\Neural enhance\neural-enhance\pyvenv"
+export VIRTUAL_ENV
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/Scripts:$PATH"
+export PATH
+
+# unset PYTHONHOME if set
+# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
+# could use `if (set -u; : $PYTHONHOME) ;` in bash
+if [ -n "${PYTHONHOME:-}" ] ; then
+    _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+    unset PYTHONHOME
+fi
+
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
+    _OLD_VIRTUAL_PS1="${PS1:-}"
+    if [ "x(pyvenv) " != x ] ; then
+	PS1="(pyvenv) ${PS1:-}"
+    else
+    if [ "`basename \"$VIRTUAL_ENV\"`" = "__" ] ; then
+        # special case for Aspen magic directories
+        # see http://www.zetadev.com/software/aspen/
+        PS1="[`basename \`dirname \"$VIRTUAL_ENV\"\``] $PS1"
+    else
+        PS1="(`basename \"$VIRTUAL_ENV\"`)$PS1"
+    fi
+    fi
+    export PS1
+fi
+
+# This should detect bash and zsh, which have a hash command that must
+# be called to get it to forget past commands.  Without forgetting
+# past commands the $PATH changes we made may not be respected
+if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+    hash -r
+fi
diff --git a/pyvenv/Scripts/activate.bat b/pyvenv/Scripts/activate.bat
new file mode 100644
index 0000000..c96840d
--- /dev/null
+++ b/pyvenv/Scripts/activate.bat
@@ -0,0 +1,45 @@
+@echo off
+
+rem This file is UTF-8 encoded, so we need to update the current code page while executing it
+for /f "tokens=2 delims=:" %%a in ('"%SystemRoot%\System32\chcp.com"') do (
+    set "_OLD_CODEPAGE=%%a"
+)
+if defined _OLD_CODEPAGE (
+    "%SystemRoot%\System32\chcp.com" 65001 > nul
+)
+
+set "VIRTUAL_ENV=D:\Programming\Workspace\Neural enhance\neural-enhance\pyvenv"
+
+if not defined PROMPT (
+    set "PROMPT=$P$G"
+)
+
+if defined _OLD_VIRTUAL_PROMPT (
+    set "PROMPT=%_OLD_VIRTUAL_PROMPT%"
+)
+
+if defined _OLD_VIRTUAL_PYTHONHOME (
+    set "PYTHONHOME=%_OLD_VIRTUAL_PYTHONHOME%"
+)
+
+set "_OLD_VIRTUAL_PROMPT=%PROMPT%"
+set "PROMPT=(pyvenv) %PROMPT%"
+
+if defined PYTHONHOME (
+    set "_OLD_VIRTUAL_PYTHONHOME=%PYTHONHOME%"
+    set PYTHONHOME=
+)
+
+if defined _OLD_VIRTUAL_PATH (
+    set "PATH=%_OLD_VIRTUAL_PATH%"
+) else (
+    set "_OLD_VIRTUAL_PATH=%PATH%"
+)
+
+set "PATH=%VIRTUAL_ENV%\Scripts;%PATH%"
+
+:END
+if defined _OLD_CODEPAGE (
+    "%SystemRoot%\System32\chcp.com" %_OLD_CODEPAGE% > nul
+    set "_OLD_CODEPAGE="
+)
diff --git a/pyvenv/Scripts/deactivate.bat b/pyvenv/Scripts/deactivate.bat
new file mode 100644
index 0000000..1205c61
--- /dev/null
+++ b/pyvenv/Scripts/deactivate.bat
@@ -0,0 +1,21 @@
+@echo off
+
+if defined _OLD_VIRTUAL_PROMPT (
+    set "PROMPT=%_OLD_VIRTUAL_PROMPT%"
+)
+set _OLD_VIRTUAL_PROMPT=
+
+if defined _OLD_VIRTUAL_PYTHONHOME (
+    set "PYTHONHOME=%_OLD_VIRTUAL_PYTHONHOME%"
+    set _OLD_VIRTUAL_PYTHONHOME=
+)
+
+if defined _OLD_VIRTUAL_PATH (
+    set "PATH=%_OLD_VIRTUAL_PATH%"
+)
+
+set _OLD_VIRTUAL_PATH=
+
+set VIRTUAL_ENV=
+
+:END
diff --git a/pyvenv/Scripts/easy_install-3.7.exe b/pyvenv/Scripts/easy_install-3.7.exe
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index 0000000..e42db6c
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diff --git a/pyvenv/Scripts/easy_install.exe b/pyvenv/Scripts/easy_install.exe
new file mode 100644
index 0000000..e42db6c
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diff --git a/pyvenv/Scripts/pip.exe b/pyvenv/Scripts/pip.exe
new file mode 100644
index 0000000..cfe2b16
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diff --git a/pyvenv/Scripts/pip3.7.exe b/pyvenv/Scripts/pip3.7.exe
new file mode 100644
index 0000000..cfe2b16
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diff --git a/pyvenv/Scripts/pip3.exe b/pyvenv/Scripts/pip3.exe
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index 0000000..cfe2b16
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diff --git a/pyvenv/Scripts/python.exe b/pyvenv/Scripts/python.exe
new file mode 100644
index 0000000..89c00b0
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diff --git a/pyvenv/Scripts/pythonw.exe b/pyvenv/Scripts/pythonw.exe
new file mode 100644
index 0000000..84b1f79
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diff --git a/pyvenv/pyvenv.cfg b/pyvenv/pyvenv.cfg
new file mode 100644
index 0000000..f636df2
--- /dev/null
+++ b/pyvenv/pyvenv.cfg
@@ -0,0 +1,3 @@
+home = C:\Python37
+include-system-site-packages = true
+version = 3.7.2