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]
PRIVACY-FIRST CV
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Security

Computer vision systems often touch biometric, workplace, or document data. Hasantavision separates local desktop workflows from hosted API integrations and documents the operating model before deployment.

Local processing

Smartblur is positioned for local-first processing where source media should remain on the customer workstation.

License activation

Device-bound activation limits casual key sharing while keeping license records auditable for support.

API access

API keys are issued per customer or plan. Keys should be kept server-side and rotated if exposed.

Disclosure

Report suspected vulnerabilities or exposed keys to [email protected] with enough detail to reproduce the issue.

Questions: [email protected]

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