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petrol-trained-v2
licensy/petrol-trained-v2
petrol-trained-v2 is a machine learning model from licensy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Fine-tuned YOLOv11s trained from COCO init on 134 high-quality challenges — only those where the best public miner achieved composite ≥ 0.65 on the real validator. Boxes from candidategt/.json used as labels (consensu…
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Updated May 2, 2026
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19.3 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- May 2, 2026
- Updated
- May 2, 2026
- SHA
- 1e6a1dd7
Model card
From the Hugging Face model README
petrol-trained-v2 (top-scored consensus distillation)
Fine-tuned YOLOv11s trained from COCO init on 134 high-quality
challenges — only those where the best public miner achieved
composite ≥ 0.65 on the real validator. Boxes from candidate_gt/*.json
used as labels (consensus from top-scoring miners).
- Final val [email protected]: 0.9337 (vs trained-v1's 0.7525)
- Architecture: YOLOv11s, 9.4M params, 21.6 GFLOPs
- ONNX FP16, 19.3 MB (≤ 30 MB rule)
- 4 classes: petrol hose, petrol pump, price board, roof canopy
Training: 250-epoch budget, stopped at epoch 125 by patience. Best checkpoint epoch 70 with AdamW, cosine LR, no mixup, mosaic close-out at epoch 230.
- License
- mit
- Created
- May 2, 2026
- Updated
- May 2, 2026