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ScoreVision

Element: manak0Detect-petrol-station-1-0 Backbone: YOLO11s, NMS-baked ONNX, FP16 weights (19.3 MB). Classes: petrol hose, petrol pump, price board, roof canopy.

Sourcehuggingface.co/coolroman/ScoreVision/tree/a4864499aebbf1043ef50613a15f45e90c853c1c
KindOtherVersionRevision a486449Publisher@coolromanCgrade

Model source

Kind
Other
File size
18.4 MB
Version
vRevision a486449
Updated
Oct 2, 2026
Publisher
@coolroman
Downloads
0
Source
Hugging Face

Source description

Petrol-Station Detection Miner — SN44 (TurboVision)

Element: manak0_Detect-petrol-station-1-0 Backbone: YOLO11s, NMS-baked ONNX, FP16 weights (~19.3 MB). Classes: petrol hose, petrol pump, price board, roof canopy.

Files

  • miner.py — chute entrypoint (Miner.predict_batch).
  • best_fp16.onnx — model weights, NMS embedded.
  • class_names.txt — class id → name mapping.
  • chute_config.yml — Chutes runtime spec (Pro 6000, ORT-CUDA).

Inference

  • Letterbox 1280×1280, BGR→RGB, /255, NCHW float16.
  • Single ORT CUDA pass + horizontal-flip TTA, merged via per-class hard NMS.
  • Per-class confidence thresholds tuned on val.

Sources

1 source
Hugging FacePrimaryVersion a4864499aebbf1043ef50613a15f45e90c853c1c
huggingface.co/coolroman/ScoreVision/tree/a4864499aebbf1043ef50613a15f45e90c853c1c

Verified Oct 2

Model artifacts

1 artifact

weights.onnx

onnx · 18.4 MB · SHA-256 f5aeeeb88e5b…b47a · Hugging Face

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Source excerpts

3 excerpts
ReadmeJul 11huggingface.co/coolroman/ScoreVision

# Petrol-Station Detection Miner — SN44 (TurboVision) Element: `manak0_Detect-petrol-station-1-0` Backbone: YOLO11s, NMS-baked ONNX, FP16 weights (~19.3 MB). Classes: `petrol hose`, `petrol pump`, `price board`, `roof canopy`. ## Files - `miner.py` — chute entrypoint (`Miner.predict_batch`). - `best_fp16.onnx` — model weights, NMS embedded. - `class_names.txt` — class id → name mapping. - `chute_config.yml` — Chutes runtime spec (Pro 6000, ORT-CUDA). ## Inference - Letterbox 1280×1280, BGR→RGB, /255, NCHW float16. - Single ORT CUDA pass + horizontal-flip TTA, merged via per-class hard NMS. - Per-class confidence thresholds tuned on val.

NoteJul 11huggingface.co/coolroman/ScoreVision

Source context: 0 downloads · 0 likes · Repo coolroman/ScoreVision

NoteApr 19huggingface.co/api/models/coolroman/ScoreVision

Source context: 0 downloads · 0 likes · Repo coolroman/ScoreVision