Qikai Zhou, Wei Zhang, Dongjin Li, Fu Niu. Ship Classification and Detection Method for Optical Remote Sensing Images Based on Improved YOLOv5s[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1628008
- Laser & Optoelectronics Progress
- Vol. 59, Issue 16, 1628008 (2022)
Fig. 1. EB-YOLOv5s structure
Fig. 2. Efficient channel attention module
Fig. 3. Feature pyramid network (FPN).(a) Traditional feature pyramid network; (b) path aggregation network; (c) multi-stage weighted fusion pyramid network
Fig. 4. Samples in dataset
Fig. 5. Detection effect of different methods
|
Table 1. Experimental results under different K
|
Table 2. Experimental results under different number and location of modules
|
Table 3. Performance comparison of different detection methods
|
Table 4. Comparison for average accuracy
|
Table 5. Comparison for detection speed and network complexity
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20