Object Detection
ultralytics
ONNX
Safetensors
helmet-detection
yolo
image-classification
cctv
anpr
india
Instructions to use vivekvar/helmet-v5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use vivekvar/helmet-v5 with ultralytics:
# Couldn't find a valid YOLO version tag. # Replace XX with the correct version. from ultralytics import YOLOvXX model = YOLOvXX.from_pretrained("vivekvar/helmet-v5") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
| import React, { useEffect, useState } from 'react' | |
| export default function StatsBar({ current }) { | |
| const [s, setS] = useState({}) | |
| useEffect(() => { | |
| let alive = true | |
| const tick = async () => { | |
| try { const r = await fetch('/api/status'); const j = await r.json() | |
| if (alive) setS(j) } catch {} | |
| } | |
| tick(); const id = setInterval(tick, 1500); return () => { alive=false; clearInterval(id) } | |
| }, []) | |
| return ( | |
| <header className="bg-panel border-b border-line px-4 py-2 flex items-center gap-5 text-[13px]"> | |
| <div className="font-semibold text-accent flex items-center gap-2"> | |
| <span className="mark-dot bg-accent" /> Helmet v5 | |
| </div> | |
| <Stat label="cam" value={current.cam_id || '—'} /> | |
| <Stat label="mode" value={current.mode} accent={current.mode==='live'?'text-warn':'text-muted'} /> | |
| <Stat label="frames" value={s.frames_processed ?? 0} /> | |
| <Stat label="viol" value={s.violations_emitted ?? 0} /> | |
| <Stat label="s1" value={`${s.stage1_ms ?? 0}ms`} /> | |
| <Stat label="s2" value={`${s.stage2_ms ?? 0}ms`} /> | |
| <Stat label="plate" value={`${s.plate_ms ?? 0}ms`} /> | |
| <Stat label="total" value={`${s.inference_ms ?? 0}ms`} /> | |
| </header> | |
| ) | |
| } | |
| function Stat({ label, value, accent }) { | |
| return ( | |
| <div className="flex items-baseline gap-1.5"> | |
| <span className="text-muted text-[11px] uppercase tracking-wider">{label}</span> | |
| <span className={`font-mono ${accent || 'text-text'}`}>{value}</span> | |
| </div> | |
| ) | |
| } | |