import tensorflow as tf

from sklearn.metrics import classification_report

model = tf.keras.Sequential(layers)

CNN: Conv2D → ReLU → Pool

→ Flatten → Dense → Sigmoid

∇f(x) = [∂f/∂x₁, ∂f/∂x₂, ..., ∂f/∂xₙ]

Learning Rate: α = 0.001

if (hazard.detected) {

alert('Safety Risk');

escalate();

}

const pipeline = [preprocess, detect, classify];

return pipeline.reduce((data, fn) => fn(data), input);

const riskScore =

probability * impact;

return Math.min(riskScore, 25);

try {

const analysis = await analyzeIncident(data);

updateRiskMatrix(analysis.riskLevel);

} catch (error) { logError(error); }

YOLO v8: 640×640 input

FPS: 165 | Parameters: 11.2M

Classes: ['helmet', 'vest', 'boots', 'gloves']

LTIFR = (LTI × 1,000,000)

Total Hours

function assessRisk(data) {

return AI.analyze(data);

}

E[X] = Σ(xi × P(xi))

Var(X) = E[X²] - (E[X])²

P(A|B) = P(B|A) × P(A)

P(B)

J(θ) = ½m Σ(hθ(x⁽ⁱ⁾) - y⁽ⁱ⁾)²

θ := θ - α∇J(θ)

Hazard Level = log₂(Impact)

+ Frequency Weight

f(x) = 1/(σ√2π) × e^(-½((x-μ)/σ)²)

R = Σ(Pi × Ci)

Risk Matrix = 5×5

regex: /^[A-Z]{2,3}-\d{4}-\d{2}$/

UUID: a1b2c3d4-e5f6-7890-abcd-ef1234567890

git commit -m "feat: add PPE detection model"

git push origin feature/safety-ai

Safety Index =

(Incidents⁻¹ × Training)

× Compliance

docker run -p 8080:8080 safety-ai:latest

kubectl apply -f safety-deployment.yaml

const weights = [0.4, 0.3, 0.2, 0.1];

return features.reduce((sum, f, i) => sum + f * weights[i], 0);

SELECT COUNT(*) FROM incidents

WHERE severity = 'HIGH' AND date > NOW() - INTERVAL 30 DAY;

POST /api/v1/incidents

Authorization: Bearer <token>

Content-Type: application/json

INSERT INTO safety_logs (timestamp, level, message)

VALUES (NOW(), 'CRITICAL', 'PPE not detected');

σ = √(Σ(xi - μ)²/n)

Confidence: 95%

IoU = |A ∩ B| / |A ∪ B|

mAP@0.5 = 0.967

AI Accuracy = TP/(TP+FP)

Precision: 99.2%

class SafetyAI {

detect(image) {

return this.model.predict();

}

ML Pipeline:

Input → Feature Extract

→ Classify → Output

export const safetyThresholds = {

low: 0.3, medium: 0.6, high: 0.9

};

while (session.active) {

monitor.checkSafety();

await delay(30000);

}

os.environ['CUDA_VISIBLE_DEVICES'] = '0,1'

torch.cuda.is_available() == True

‹

›

AI-POWERED SAFETY

Smart SafetyIntelligence

Transform workplace safety with AI-powered hazard detection and real-time analysis

Powerful Features

Everything you need to create a safer workplace with cutting-edge technology

AI-Powered Analysis

Instantly identify hazards in photos with our advanced computer vision technology

Real-time Protection

Get immediate safety recommendations and risk assessments for any workplace

Smart Reporting

Generate comprehensive safety reports with AI-powered insights and recommendations

Team Collaboration

Share findings, collaborate on solutions, and track progress across your organization

Analytics Dashboard

Monitor safety trends, compliance metrics, and performance across all projects

Global Standards

Compliance with international safety standards and industry best practices

Trusted by Industry Leaders

Real-time statistics showing our global impact on workplace safety

API Calls

Requests processed this month

Hazards Identified

Potential incidents prevented

0.0%

AI Accuracy

Machine learning precision

0hrs

Time Saved

Automated safety processes

Loading global safety statistics...

Everything You Need for Workplace Safety

A comprehensive suite of tools designed for modern safety management

    ████████████████
   ██              ██
  ██   ⚠  SAFETY  ⚠   ██
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██   █  ◆ ◆ ◆ ◆ ◆  █   ██
██   █  ◆ SHIELD ◆  █   ██
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██   █              █   ██
██   ████████████████   ██
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  ██   ████████████   ██
   ██              ██
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AI Hazard Detection

Instant identification of workplace hazards using advanced computer vision

Real-time analysis
99.2% accuracy
Multiple hazard types
Instant alerts

Smart Reporting

Automated generation of comprehensive safety reports and documentation

Auto-generation
Custom templates
Compliance ready
Easy sharing

Team Collaboration

Seamless communication and progress tracking across your organization

Real-time sync
Role permissions
Activity tracking
Mobile access

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