diff --git a/testdata/dnn/download_models.py b/testdata/dnn/download_models.py
index 246f21bd2..f1d6e205a 100755
--- a/testdata/dnn/download_models.py
+++ b/testdata/dnn/download_models.py
@@ -262,6 +262,11 @@ def is_archive(self):
         url='http://dl.caffe.berkeleyvision.org/fcn8s-heavy-pascal.caffemodel',
         sha='c449ea74dd7d83751d1357d6a8c323fcf4038962',
         filename='fcn8s-heavy-pascal.caffemodel'),
+    Model(
+        name='Fcn',
+        url='https://github.com/onnx/models/raw/491ce05590abb7551d7fae43c067c060eeb575a6/validated/vision/object_detection_segmentation/fcn/model/fcn-resnet50-12.onnx',
+        sha='1bb0c7e0034038969aecc6251166f1612a139230',
+        filename='onnx/models/fcn-resnet50-12.onnx'),
     Model(
         name='Ssd_vgg16',
         url='https://www.dropbox.com/s/8apyk3uzk2vl522/VGG_ILSVRC2016_SSD_300x300_iter_440000.caffemodel?dl=1',
diff --git a/testdata/dnn/segmentation_exp.png b/testdata/dnn/segmentation_exp.png
index d69d5ca60..0a99edec1 100644
Binary files a/testdata/dnn/segmentation_exp.png and b/testdata/dnn/segmentation_exp.png differ