Document fastweb-single stable availability
Browse files
README.md
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@@ -51,8 +51,9 @@ degenerate predictions where two predicted corners nearly coincide.
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### Cornelius vs fastweb-single
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Cornelius remains the stable, conservative default. The `fastweb-single`
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evaluated as a faster replacement candidate. Both models use the same 384×384
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input contract and produce `corners`, compatibility `presence`, and `sharpness`
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outputs.
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| Model | Channel | Normal test IoU | Normal collapse | Full ±50° mean / p10 IoU | Full-rotation bad / collapse | ONNX size | Params | Local CPU speed |
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|---|---|---:|---:|---:|---:|---:|---:|---:|
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| Cornelius 2.12 | stable | **0.968911** | 18 | 0.970411 / 0.954621 | **0 / 0** | 4.41 MB | 1.05M | 23.2 ms / 43.0 FPS |
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| fastweb-single 1.39 | testing | 0.968839 | **13** | **0.974255 / 0.960757** | 1 / 0 | **3.19 MB** | **0.77M** | **8.4 ms / 119.4 FPS** |
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Takeaways:
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### Cornelius vs fastweb-single
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Cornelius remains the stable, conservative default. The `fastweb-single`
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family is also available through the stable channel for consumers that explicitly
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select it; it is a smaller EfficientViT-B0 global-token SimCC detector being
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evaluated as a faster replacement candidate. Both models use the same 384×384
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input contract and produce `corners`, compatibility `presence`, and `sharpness`
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outputs.
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| Model | Channel | Normal test IoU | Normal collapse | Full ±50° mean / p10 IoU | Full-rotation bad / collapse | ONNX size | Params | Local CPU speed |
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|---|---|---:|---:|---:|---:|---:|---:|---:|
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| Cornelius 2.12 | stable | **0.968911** | 18 | 0.970411 / 0.954621 | **0 / 0** | 4.41 MB | 1.05M | 23.2 ms / 43.0 FPS |
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| fastweb-single 1.39 | stable + testing | 0.968839 | **13** | **0.974255 / 0.960757** | 1 / 0 | **3.19 MB** | **0.77M** | **8.4 ms / 119.4 FPS** |
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Takeaways:
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