Authoring Platform for Mobile Citizen Science Apps with Client-side ML

Author:

Khan Fahim Hasan1,de Silva Akila1,Dusek Gregory2,Davis James1,Pang Alex3

Affiliation:

1. Dept. of Computer Science and Engineering, University of California, Santa Cruz, USA

2. National Ocean Service, NOAA, USA

3. University of California, Santa Cruz, USA

Funder

NOAA

SECOORA

Publisher

ACM

Reference24 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. Oscar Alsing. 2018. Mobile Object Detection using TensorFlow Lite and Transfer Learning. Master’s thesis. KTH School of Electrical Engineering and Computer Science (EECS). https://www.diva-portal.org/smash/record.jsf?pid=diva2:1242627 Oscar Alsing. 2018. Mobile Object Detection using TensorFlow Lite and Transfer Learning. Master’s thesis. KTH School of Electrical Engineering and Computer Science (EECS). https://www.diva-portal.org/smash/record.jsf?pid=diva2:1242627

3. The ZOONIVERSE is Expanding: Crowdsourced Solutions to the Hidden Collections Problem and the Rise of the Revolutionary Cataloging Interface

4. “You can't see them from sitting here”: Evaluating beach user understanding of a rip current warning sign

5. CALIFORNIA SEA LION (ZALOPHUS CALIFORNIANUS) MONITORING IN THE LOWER COLUMBIA RIVER, 1997–2018

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1. Blood Cell Detection Using Deep Learning on Mobile Platforms;2023 International Conference on Computational Science and Computational Intelligence (CSCI);2023-12-13

2. Citizen Science Mobile Apps with Machine Learning for Recyclable Objects;2022 International Conference on Computational Science and Computational Intelligence (CSCI);2022-12

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