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RT-DETRv4-S road-sign detector (fp16 ONNX)
Open-source TurboVision miner for the manak0/Detect-road-signs element.
- Model: RT-DETRv4-S, 640×640 input, exported to fp16 ONNX (~20 MB, under the 30 MB element cap).
- Output: single class
road sign. - Pipeline: aspect-preserving letterbox → ONNX inference → confidence threshold (
0.40) → un-letterbox to original pixels.
Files
| File | Purpose |
|---|---|
miner.py |
Self-contained Miner class (predict_batch) loaded by the chute. |
chute_config.yml |
Chutes image + GPU node configuration. |
weights.onnx |
fp16 RT-DETRv4-S weights. |
Deploy
sv -vv deploy-os-miner --model-path . --element-id manak0/Detect-road-signs
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