[opencv] 13/251: Added tests for ResNet-50 and SqueezeNet v1.1

[Nobuhiro Iwamatsu]

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iwamatsu pushed a commit to annotated tag 3.3.0
in repository opencv.

commit d3c14ce3ea31398d6ea5abe7126124936d334685
Author: Aleksandr Rybnikov <arrybn at gmail.com>
Date:   Mon Jul 3 16:29:30 2017 +0300

    Added tests for ResNet-50 and SqueezeNet v1.1
---
 modules/dnn/test/test_caffe_importer.cpp | 31 +++++++++++++++++++++++++++++++
 modules/dnn/test/test_halide_nets.cpp    |  8 ++++----
 2 files changed, 35 insertions(+), 4 deletions(-)

diff --git a/modules/dnn/test/test_caffe_importer.cpp b/modules/dnn/test/test_caffe_importer.cpp
index 75c6bb1..7fe7f1d 100644
--- a/modules/dnn/test/test_caffe_importer.cpp
+++ b/modules/dnn/test/test_caffe_importer.cpp
@@ -157,4 +157,35 @@ TEST(Reproducibility_SSD, Accuracy)
     Mat ref = blobFromNPY(_tf("ssd_out.npy"));
     normAssert(ref, out);
 }
+
+TEST(Reproducibility_ResNet50, Accuracy)
+{
+    Net net = readNetFromCaffe(findDataFile("dnn/ResNet-50-deploy.prototxt", false),
+                               findDataFile("dnn/ResNet-50-model.caffemodel", false));
+
+    Mat input = blobFromImage(imread(_tf("googlenet_0.png")), 1, Size(224,224));
+    ASSERT_TRUE(!input.empty());
+
+    net.setInput(input);
+    Mat out = net.forward();
+
+    Mat ref = blobFromNPY(_tf("resnet50_prob.npy"));
+    normAssert(ref, out);
+}
+
+TEST(Reproducibility_SqueezeNet_v1_1, Accuracy)
+{
+    Net net = readNetFromCaffe(findDataFile("dnn/squeezenet_v1.1.prototxt", false),
+                               findDataFile("dnn/squeezenet_v1.1.caffemodel", false));
+
+    Mat input = blobFromImage(imread(_tf("googlenet_0.png")), 1, Size(227,227));
+    ASSERT_TRUE(!input.empty());
+
+    net.setInput(input);
+    Mat out = net.forward();
+
+    Mat ref = blobFromNPY(_tf("squeezenet_v1.1_prob.npy"));
+    normAssert(ref, out);
+}
+
 }
diff --git a/modules/dnn/test/test_halide_nets.cpp b/modules/dnn/test/test_halide_nets.cpp
index fa55539..c1ac2ff 100644
--- a/modules/dnn/test/test_halide_nets.cpp
+++ b/modules/dnn/test/test_halide_nets.cpp
@@ -104,8 +104,8 @@ TEST(Reproducibility_ResNet_50_Halide, Accuracy)
 
 TEST(Reproducibility_SqueezeNet_v1_1_Halide, Accuracy)
 {
-    test(findDataFile("dnn/squeezenet_v1_1.caffemodel", false),
-         findDataFile("dnn/squeezenet_v1_1.prototxt", false),
+    test(findDataFile("dnn/squeezenet_v1.1.caffemodel", false),
+         findDataFile("dnn/squeezenet_v1.1.prototxt", false),
          findDataFile("dnn/halide_scheduler_squeezenet_v1_1.yml", false),
          227, 227, "prob", "caffe", DNN_TARGET_CPU);
 };
@@ -151,8 +151,8 @@ TEST(Reproducibility_ResNet_50_Halide_opencl, Accuracy)
 
 TEST(Reproducibility_SqueezeNet_v1_1_Halide_opencl, Accuracy)
 {
-    test(findDataFile("dnn/squeezenet_v1_1.caffemodel", false),
-         findDataFile("dnn/squeezenet_v1_1.prototxt", false),
+    test(findDataFile("dnn/squeezenet_v1.1.caffemodel", false),
+         findDataFile("dnn/squeezenet_v1.1.prototxt", false),
          findDataFile("dnn/halide_scheduler_opencl_squeezenet_v1_1.yml", false),
          227, 227, "prob", "caffe", DNN_TARGET_OPENCL);
 };

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