diff --git a/ocrmypdf/main.py b/ocrmypdf/main.py
index c8ade0ae..04eaf990 100755
--- a/ocrmypdf/main.py
+++ b/ocrmypdf/main.py
@@ -592,9 +592,15 @@ def select_image_layer(
         re_symlink(page_pdf, output_file)
     else:
         pageinfo = get_pageinfo(image, pdfinfo, pdfinfo_lock)
-        dpi = round(max(pageinfo['xres'], pageinfo['yres'], options.oversample))
+        dpi = round(max(pageinfo['xres'], pageinfo['yres'],
+                        options.oversample))
+        imgsize = '{0}dpix{1}dpi'.format(dpi, dpi)
+        layout_fun = img2pdf.get_layout_fun(None, imgsize, None, None, None)
+
         with open(output_file, 'wb') as pdf:
-            img2pdf.convert([image], dpi=dpi, outputstream=pdf)
+            pdf.write(img2pdf.convert(
+                [image], producer="img2pdf", with_pdfrw=False,
+                layout_fun=layout_fun))
 
 
 @active_if(options.pdf_renderer == 'hocr')
diff --git a/requirements.txt b/requirements.txt
index 7ba54a41..18cb6b81 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,5 +2,4 @@ ruffus==2.6.3
 Pillow==3.1.1
 reportlab==3.2.0
 PyPDF2==1.25.1
-git+https://github.com/jbarlow83/img2pdf.git@0.1.5.dev
-
+img2pdf==0.2
diff --git a/setup.py b/setup.py
index 1bd8b17e..243b94cd 100644
--- a/setup.py
+++ b/setup.py
@@ -214,7 +214,7 @@ setup(
         'Pillow>=2.4.0',
         'reportlab>=3.1.44',
         'PyPDF2>=1.25.1',
-        'img2pdf==0.1.5.dev'
+        'img2pdf>=0.2.0'
     ],
     tests_require=tests_require,
     entry_points={