Building and Evaluating a WebApp for Effortless Deep Learning Model Deployment

Author:

Wu RuikunORCID,Han JiaxuanORCID,Ramos JeromeORCID,Lipani AldoORCID

Publisher

Springer Nature Switzerland

Reference5 articles.

1. Abbasi, M.Q., Weng, J., Wang, Y., Rafique, I., Wang, X., Lew, P.: Modeling and evaluating user interface aesthetics employing iso 25010 quality standard. In: 2012 Eighth International Conference on the Quality of Information and Communications Technology, pp. 303–306 (2012). https://doi.org/10.1109/QUATIC.2012.39

2. Ma, Y., Xiang, D., Zheng, S., Tian, D., Liu, X.: Moving deep learning into web browser: how far can we go? In: The World Wide Web Conference, pp. 1234–1244 (2019). https://dl.acm.org/doi/abs/10.1145/3308558.3313639?casa_token=NkLwijBx2TsAAAAA:dksJ1pp6UnZWnTTneVJkRD8WEncG17HJZkcg5O687TqPxOhMd823yqejHVoEYVjFwG2cHBw9w_Q

3. Paleyes, A., Urma, R.G., Lawrence, N.D.: Challenges in deploying machine learning: a survey of case studies. ACM Comput. Surv. 55(6) (2022). https://doi.org/10.1145/3533378

4. Shivakumar, S.K., Shivakumar, S.K.: Modern web platform performance principles. In: Modern Web Performance Optimization: Methods, Tools, and Patterns to Speed Up Digital Platforms, pp. 105–143 (2020). https://doi.org/10.1007/978-1-4842-6528-4_5

5. Sripathi, V., Sandru, V.: Effective usability testing-knowledge of user centered design is a key requirement. Int. J. Emerg. Technol. Adv. Eng. 3(1), 627–635 (2013)

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