Methods › Computer Vision › Backbone Architectures › CBNet
Composite Backbone Network
CBNet
Introduced by Yudong Liu et al. in CBNet: A Novel Composite Backbone Network Architecture for Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
CBNet is a backbone architecture that consists of multiple identical backbones (specially called Assistant Backbones and Lead Backbone) and composite connections between neighbor backbones. From left to right, the output of each stage in an Assistant Backbone, namely higher-level features, flows to the parallel stage of the succeeding backbone as part of inputs through composite connections. Finally, the feature maps of the last backbone named Lead Backbone are used for object detection. The features extracted by CBNet for object detection fuse the high-level and low-level features of multiple backbones, hence improve the detection performance.
Papers archive 2025-07-28
3 shown of 3, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge 11 Mar 2024 · 0 repositories · arXiv:2403.07036
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Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation 22 Jun 2022 · 0 repositories · arXiv:2206.10845
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CBNet: A Novel Composite Backbone Network Architecture for Object Detection 9 Sep 2019 · 6 repositories · arXiv:1909.03625Syntology ran 0 of 4 samples · 4 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Instance Segmentation | 2 |
| Semantic Segmentation | 2 |
| GPU | 1 |
| Image Classification | 1 |
| Object Detection | 1 |
| Raspberry Pi 4 | 1 |
| Segmentation | 1 |
| image-classification | 1 |
| object-detection | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections