Merge pull request #9078 from arrybn:resnet_squeezenet_tests

Added tests for ResNet-50 and SqueezeNet v1.1

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);
+}
+
 }

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);
 };