LCRM: Layer-Wise Complexity Reduction Method for CNN Model Optimization on End Devices
The increasing significance of state-of-the-art convolutional neural network (CNN) models in computer vision tasks has led to their widespread use in industry and academia. However, deploying these models in resource-limited environments, such as IoT devices or embedded GPUs, presents challenges due...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10168115/ |