%0 Journal Article %1 noauthororeditor %A Tianye, Ding %D 2019 %J International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE) %K Computer Convolutional Deep Image Networks. Neural Object learning, processing, recognition, vision, %N 1 %P 1-8 %R 10.5121/ijcsitce.2019.6101 %T CONTRAST OF RESNET AND DENSENET BASED ON THE RECOGNITION OF SIMPLE FRUIT DATA SET %U https://airccse.com/ijcsitce/papers/6119ijcsitce01.pdf %V 6 %X In this paper, a fruit image data set is used to compare the efficiency and accuracy of two widely used Convolutional Neural Network, namely the ResNet and the DenseNet, for the recognition of 50 different kinds of fruits. In the experiment, the structure of ResNet-34 and DenseNet_BC-121 (with bottleneck layer) are used. The mathematic principle, experiment detail and the experiment result will be explained through comparison.

@article{noauthororeditor, abstract = {In this paper, a fruit image data set is used to compare the efficiency and accuracy of two widely used Convolutional Neural Network, namely the ResNet and the DenseNet, for the recognition of 50 different kinds of fruits. In the experiment, the structure of ResNet-34 and DenseNet_BC-121 (with bottleneck layer) are used. The mathematic principle, experiment detail and the experiment result will be explained through comparison.}, added-at = {2019-06-28T06:59:23.000+0200}, author = {Tianye, Ding}, biburl = {https://www.bibsonomy.org/bibtex/2f66de2808b7644dff8f9650748376f9f/ashvath}, doi = {10.5121/ijcsitce.2019.6101}, interhash = {90cd009a20bf5dbffd6f987d81eb1260}, intrahash = {f66de2808b7644dff8f9650748376f9f}, journal = {International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE)}, keywords = {Computer Convolutional Deep Image Networks. Neural Object learning, processing, recognition, vision,}, month = {January}, number = 1, pages = {1-8}, timestamp = {2019-06-28T06:59:23.000+0200}, title = {CONTRAST OF RESNET AND DENSENET BASED ON THE RECOGNITION OF SIMPLE FRUIT DATA SET}, url = {https://airccse.com/ijcsitce/papers/6119ijcsitce01.pdf}, volume = 6, year = 2019 }