L = -1/N ∑ [y_i log(ŷ_i) + (1 - y_i) log(1 - ŷ_i)]Attention(Q, K, V) = softmax(QK^T / √d_k)Vf(x) = 1 / (1 + e^{-x})∇ × E = -∂B/∂tH(p, q) = -∑ p(x) log q(x)E[X] = ∫ x f(x) dxP(A|B) = P(B|A)P(A) / P(B)w^T x + b = 0θ_{t+1} = θ_t - η ∇_θ J(θ)
[HASANTAVISION]
v2.0.4 // ONLINE
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Industrial AI // 2026-03

PPE Detection System

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Source Code

A robust safety monitoring system that detects worker compliance with Personal Protective Equipment regulations in real-time. Features include: - High-accuracy hardhat, mask, and glove detection using RT-DETR - ROI-based zone monitoring configuration - Temporal consistency and tracking via BoTSORT - Instant alerts on compliance failure

Role

Lead Computer Vision Engineer

Technologies

RT-DETRRTMPoseTensorRTFastAPI

Use Cases & Advantages

- Construction Site Safety Monitoring - Factory Floor Compliance Enforcement - Automated Incident Reporting - Insurance Premium Optimization through Risk Management Our Stack's Advantage: Utilizes transformer-based RT-DETR for robust occlusion handling and fast inference on edge devices, enabling highly scalable multi-camera processing.