Merge pull request #353 from huningxin/resnet50

[Example] use resnet50 v1 and v2

examples/image_classification/main.js

@@ -99,9 +99,9 @@ const mobilenet_v2_onnx = {
     softmax: true,
   }
 };
-const resnet18_v1_onnx = {
-  modelName: 'Resnet v1(Onnx)',
-  modelFile: './model/resnet18v1.onnx',
+const resnet_v1_onnx = {
+  modelName: 'ResNet50 v1(Onnx)',
+  modelFile: './model/resnet50v1.onnx',
   labelsFile: './model/labels1000.txt',
   inputSize: [224, 224, 3],
   outputSize: 1000,
@@ -115,9 +115,9 @@ const resnet18_v1_onnx = {
     softmax: true,
   }
 };
-const resnet18_v2_onnx = {
-  modelName: 'Resnet v2(Onnx)',
-  modelFile: './model/resnet18v2.onnx',
+const resnet_v2_onnx = {
+  modelName: 'ResNet50 v2(Onnx)',
+  modelFile: './model/resnet50v2.onnx',
   labelsFile: './model/labels1000.txt',
   inputSize: [224, 224, 3],
   outputSize: 1000,
@@ -155,8 +155,8 @@ function main(camera) {
     inception_resnet_v2_tflite,
     squeezenet_onnx,
     mobilenet_v2_onnx,
-    resnet18_v1_onnx,
-    resnet18_v2_onnx,
+    resnet_v1_onnx,
+    resnet_v2_onnx,
     inceptionv2_onnx,
   ];
 

examples/image_classification/model/README.md

@@ -7,8 +7,8 @@ Download the following model packages, then uncompress them if necessary and mov
 6. [Inception Resnet V2(TFlite)](https://storage.googleapis.com/download.tensorflow.org/models/tflite/model_zoo/upload_20180427/inception_resnet_v2_2018_04_27.tgz)
 7. [Squeezenet(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/squeezenet/squeezenet1.1/squeezenet1.1.onnx)
 8. [Mobilenet v2(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/mobilenet/mobilenetv2-1.0/mobilenetv2-1.0.onnx)
-9. [Resnet-18 v1(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet18v1/resnet18v1.onnx)
-10. [Resnet-18 v2(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet18v2/resnet18v2.onnx)
+9. [Resnet-50 v1(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet50v1/resnet50v1.onnx)
+10. [Resnet-50 v2(Onnx)](https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet50v2/resnet50v2.onnx)
 11. [Inception v2(Onnx)](https://s3.amazonaws.com/download.onnx/models/opset_9/inception_v2.tar.gz) (Untar it and rename `model.onnx` to `inceptionv2.onnx`)
 
 The model files are: