diff options
-rw-r--r-- | examples/graph_alexnet.cpp | 5 | ||||
-rw-r--r-- | examples/graph_cl_shufflenet.cpp | 5 | ||||
-rw-r--r-- | examples/graph_googlenet.cpp | 5 | ||||
-rw-r--r-- | examples/graph_inception_resnet_v2.cpp | 5 | ||||
-rw-r--r-- | examples/graph_inception_v3.cpp | 5 | ||||
-rw-r--r-- | examples/graph_inception_v4.cpp | 5 | ||||
-rw-r--r-- | examples/graph_mobilenet.cpp | 5 | ||||
-rw-r--r-- | examples/graph_mobilenet_v2.cpp | 5 | ||||
-rw-r--r-- | examples/graph_resnet50.cpp | 5 | ||||
-rw-r--r-- | examples/graph_resnet_v2_50.cpp | 5 | ||||
-rw-r--r-- | examples/graph_resnext50.cpp | 5 | ||||
-rw-r--r-- | examples/graph_squeezenet.cpp | 5 | ||||
-rw-r--r-- | examples/graph_squeezenet_v1_1.cpp | 5 | ||||
-rw-r--r-- | examples/graph_vgg16.cpp | 5 | ||||
-rw-r--r-- | examples/graph_vgg19.cpp | 5 | ||||
-rw-r--r-- | examples/graph_yolov3.cpp | 5 |
16 files changed, 80 insertions, 0 deletions
diff --git a/examples/graph_alexnet.cpp b/examples/graph_alexnet.cpp index c607672e5b..cfa8e94d10 100644 --- a/examples/graph_alexnet.cpp +++ b/examples/graph_alexnet.cpp @@ -171,6 +171,11 @@ private: /** Main program for AlexNet * + * Model is based on: + * https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks + * "ImageNet Classification with Deep Convolutional Neural Networks" + * Alex Krizhevsky and Sutskever, Ilya and Hinton, Geoffrey E + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_cl_shufflenet.cpp b/examples/graph_cl_shufflenet.cpp index 70695bac56..0db34d6123 100644 --- a/examples/graph_cl_shufflenet.cpp +++ b/examples/graph_cl_shufflenet.cpp @@ -240,6 +240,11 @@ private: /** Main program for ShuffleNet * + * Model is based on: + * https://arxiv.org/abs/1707.01083 + * "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices" + * Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_googlenet.cpp b/examples/graph_googlenet.cpp index c0954f775c..0b3ecffd86 100644 --- a/examples/graph_googlenet.cpp +++ b/examples/graph_googlenet.cpp @@ -199,6 +199,11 @@ private: /** Main program for Googlenet * + * Model is based on: + * https://arxiv.org/abs/1409.4842 + * "Going deeper with convolutions" + * Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_inception_resnet_v2.cpp b/examples/graph_inception_resnet_v2.cpp index 7e9fd412af..5115696e65 100644 --- a/examples/graph_inception_resnet_v2.cpp +++ b/examples/graph_inception_resnet_v2.cpp @@ -783,6 +783,11 @@ private: /** Main program for Inception ResNet V2 * + * Model is based on: + * https://arxiv.org/abs/1602.07261 + * "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning" + * Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_inception_v3.cpp b/examples/graph_inception_v3.cpp index 6a381a1749..d9b7b05c9a 100644 --- a/examples/graph_inception_v3.cpp +++ b/examples/graph_inception_v3.cpp @@ -847,6 +847,11 @@ private: /** Main program for Inception V3 * + * Model is based on: + * https://arxiv.org/abs/1512.00567 + * "Rethinking the Inception Architecture for Computer Vision" + * Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, Zbigniew Wojna + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_inception_v4.cpp b/examples/graph_inception_v4.cpp index 77ef54cf98..d4854cff70 100644 --- a/examples/graph_inception_v4.cpp +++ b/examples/graph_inception_v4.cpp @@ -721,6 +721,11 @@ private: /** Main program for Inception V4 * + * Model is based on: + * https://arxiv.org/abs/1602.07261 + * "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning" + * Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_mobilenet.cpp b/examples/graph_mobilenet.cpp index 864937ffbf..19a395d492 100644 --- a/examples/graph_mobilenet.cpp +++ b/examples/graph_mobilenet.cpp @@ -340,6 +340,11 @@ private: /** Main program for MobileNetV1 * + * Model is based on: + * https://arxiv.org/abs/1704.04861 + * "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications" + * Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_mobilenet_v2.cpp b/examples/graph_mobilenet_v2.cpp index 44061809bf..2bff367b57 100644 --- a/examples/graph_mobilenet_v2.cpp +++ b/examples/graph_mobilenet_v2.cpp @@ -237,6 +237,11 @@ private: /** Main program for MobileNetV2 * + * Model is based on: + * https://arxiv.org/abs/1801.04381 + * "MobileNetV2: Inverted Residuals and Linear Bottlenecks" + * Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_resnet50.cpp b/examples/graph_resnet50.cpp index f13383e5b7..ffdce2da4b 100644 --- a/examples/graph_resnet50.cpp +++ b/examples/graph_resnet50.cpp @@ -236,6 +236,11 @@ private: /** Main program for ResNetV1_50 * + * Model is based on: + * https://arxiv.org/abs/1512.03385 + * "Deep Residual Learning for Image Recognition" + * Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_resnet_v2_50.cpp b/examples/graph_resnet_v2_50.cpp index b2c85e8938..c5c2e296f5 100644 --- a/examples/graph_resnet_v2_50.cpp +++ b/examples/graph_resnet_v2_50.cpp @@ -231,6 +231,11 @@ private: /** Main program for ResNetV2_50 * + * Model is based on: + * https://arxiv.org/abs/1603.05027 + * "Identity Mappings in Deep Residual Networks" + * Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_resnext50.cpp b/examples/graph_resnext50.cpp index a52e18111c..f611535b90 100644 --- a/examples/graph_resnext50.cpp +++ b/examples/graph_resnext50.cpp @@ -186,6 +186,11 @@ private: /** Main program for ResNeXt50 * + * Model is based on: + * https://arxiv.org/abs/1611.05431 + * "Aggregated Residual Transformations for Deep Neural Networks" + * Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, Kaiming He + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_squeezenet.cpp b/examples/graph_squeezenet.cpp index ddb4474aac..17ec26e2a6 100644 --- a/examples/graph_squeezenet.cpp +++ b/examples/graph_squeezenet.cpp @@ -202,6 +202,11 @@ private: /** Main program for Squeezenet v1.0 * + * Model is based on: + * https://arxiv.org/abs/1602.07360 + * "SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size" + * Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_squeezenet_v1_1.cpp b/examples/graph_squeezenet_v1_1.cpp index de3d4e88c3..bfa69384c6 100644 --- a/examples/graph_squeezenet_v1_1.cpp +++ b/examples/graph_squeezenet_v1_1.cpp @@ -202,6 +202,11 @@ private: /** Main program for Squeezenet v1.1 * + * Model is based on: + * https://arxiv.org/abs/1602.07360 + * "SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size" + * Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_vgg16.cpp b/examples/graph_vgg16.cpp index 8e1e621cdc..4b5f33a7e8 100644 --- a/examples/graph_vgg16.cpp +++ b/examples/graph_vgg16.cpp @@ -236,6 +236,11 @@ private: /** Main program for VGG16 * + * Model is based on: + * https://arxiv.org/abs/1409.1556 + * "Very Deep Convolutional Networks for Large-Scale Image Recognition" + * Karen Simonyan, Andrew Zisserman + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_vgg19.cpp b/examples/graph_vgg19.cpp index 6127c745ea..ff7cf751a1 100644 --- a/examples/graph_vgg19.cpp +++ b/examples/graph_vgg19.cpp @@ -247,6 +247,11 @@ private: /** Main program for VGG19 * + * Model is based on: + * https://arxiv.org/abs/1409.1556 + * "Very Deep Convolutional Networks for Large-Scale Image Recognition" + * Karen Simonyan, Andrew Zisserman + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments diff --git a/examples/graph_yolov3.cpp b/examples/graph_yolov3.cpp index aa136e1d6c..11d564c778 100644 --- a/examples/graph_yolov3.cpp +++ b/examples/graph_yolov3.cpp @@ -571,6 +571,11 @@ private: /** Main program for YOLOv3 * + * Model is based on: + * https://arxiv.org/abs/1804.02767 + * "YOLOv3: An Incremental Improvement" + * Joseph Redmon, Ali Farhadi + * * @note To list all the possible arguments execute the binary appended with the --help option * * @param[in] argc Number of arguments |