A Lightweight Deep Learning Model for Identifying Weeds in Corn and Soybean Using Quantization

Author:

Aaron Alex1,Hassan Muhammad2,Hamada Mohamed3ORCID,Kakudi Habiba1

Affiliation:

1. Department of Computer Science, Bayero University, Kano 700006, Nigeria

2. Department of Software Engineering, Bayero University, Kano 700006, Nigeria

3. Software Engineering Lab, University of Aizu, Aizu-Wakamatsu 965-8580, Fukushima, Japan

Publisher

MDPI

Reference9 articles.

1. Weed control under conservation agriculture in dryland smallholder farming systems of southern Africa. A review;Lee;Agron. Sustain. Dev.,2017

2. (2023, August 10). The Vocabulary Memorisation Strategy Before Entering the Classroom and the Usage of the Memorisation Card. Available online: https://journal.uin-alauddin.ac.id/index.php/Eternal/article/view/25018.

3. Implementasi deep learning menggunakan CNN untuk sistem pengenalan wajah;Dewi;Faktor Exacta,2021

4. Han, S., Mao, H., and Dally, W.J. (2016, January 2–4). Deep compression: Compressing deep neural networks with pruning, trained quantization and Huffman coding. Proceedings of the 4th International Conference on Learning Representations, ICLR 2016—Conference Track Proceedings, San Juan, Puerto Rico.

5. Anwar, S., Hwang, K., and Sung, W. (2015, January 19–24). Fixed point optimization of deep convolutional neural networks for object recognition. Proceedings of the ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing—Proceedings, South Brisbane, QLD, Australia.

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