Evaluating the Performance of ResNet Model Based on Image Recognition

Author:

Khan Riaz Ullah1,Zhang Xiaosong1,Kumar Rajesh1,Aboagye Emelia Opoku1

Affiliation:

1. School of Computer Science and Engineering, University of Electronic Science and Technology of China

Publisher

ACM Press

Reference16 articles.

1. Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., Kudlur, M., Levenberg, J., Monga, R., Moore, S., Murray, D. G., Steiner, B., Tucker, P., Vasudevan, V., Warden, P., Wicke, M., Yu, Y., Zheng, X., and Brain, G. 2016. TensorFlow: A System for Large-Scale Machine Learning. 12th USENIX Symposium on Operating Systems Design and Implementation (2016).

2. Gong, Y., Leung, K. H. T., Toshev, A. T., Ioffe, S., and Jia, Y. 2017. Ranking approach to train deep neural nets for multilabel image annotation, Google Patents.

3. He, K., Zhang, X., Ren, S., and Sun, J. 2015. Delving deep into rectifiers: Surpassing human-level performance on ImageNet classification. In Proceedings of the IEEE international conference on computer vision, pp. 1026--1034.

4. He, X., Liao, L., Zhang, H., Nie, L., Hu, X., and Chua, T.-S. 2017. Neural Collaborative Filtering. In Proceedings of the 26th International Conference on World Wide Web - WWW '17 (2017), pp. 173--182.

5. Krizhevsky, A., Sutskever, I., and Hinton, G. E. 2012. ImageNet Classification with Deep Convolutional Neural Networks. In Proceedings of the Neural Information Processing Systems, pp 1097--1105

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