ModelVerifiedExternal

ScoreVision

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...

Verified source

Sourcehuggingface.co/coolroman/ScoreVision

KindOtherVersionva4864499aebbf1043ef50613a15f45e90c853c1cPublisher@coolromanCgrade

Model source

Kind: Other
Version: va4864499aebbf1043ef50613a15f45e90c853c1c
Publisher: @coolroman
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 & provenance

1 active source

Hugging FaceRepresentative

huggingface.co/coolroman/ScoreVision

highest_eligible_score

Verified Jul 11

Source evidence

3 excerpts

Readme excerptJul 11huggingface.co/coolroman/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.

Summary