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AKConv: Convolution kernel with arbitrary sampling shape and arbitrary number of parameters
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2023-12-16 18:21:48
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Summary
1 Introduction
2. Related work
3. Method
3.1. Define the initial sampling position
3.2. Variable convolution operation
3.3. Extend AKConv
3.3. Extend AKConv
4. Experiment
4.1. Target detection experiment on COCO2017
4.2. Target detection experiment on VOC 7+12
4.3. Target detection experiment on VisDrone-DET2021
4.4. Comparative experiments
4.5. Exploring the initial sampling shape
5. Analysis and discussion
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Origin
blog.csdn.net/hhhhhhhhhhwwwwwwwwww/article/details/134693166
AKConv: Convolution kernel with arbitrary sampling shape and arbitrary number of parameters
AKConv: Convolution kernel with arbitrary sampling shape and arbitrary number of parameters
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