MeatVision — Controlled Visual Quality Screening Platform

MeatVision: Controlled Visual Quality Screening for Meat Processing

MeatVision is an enterprise computer-vision platform engineered for controlled optical inspection of fresh meat cuts, poultry, and processed protein products. By transforming raw overhead camera streams and conveyor snapshots into structured grading metrics and defect localization maps, MeatVision enables processing plants and packaging lines to automate quality grading, detect surface contaminants, and maintain rigorous food safety standards.

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Key Capabilities & Architecture

1. Real-Time Cut Classification & Portion Verification

• Automated Cut Identification: Classifies primary cuts, trimmings, primal portions, and bone-in vs. boneless products using high-resolution RGB imagery.
• Dimensional & Shape Consistency: Evaluates cut geometry, portion thickness uniformity, and visual trim boundaries.

2. Surface Anomaly & Defect Localization

• Contamination Detection: Identifies blood clots, foreign matter, bruising, bone fragments, and surface discolorations with localized bounding overlays.
• Fat & Marbling Evaluation: Computes lean-to-fat ratios and surface marbling distribution across production batches.

3. Dual Snapshot & Video Stream Pipeline

• Single-Frame Quality Auditing: High-precision static image screening with Zod-validated structured JSON output.
• Conveyor Video Screening: Ingests continuous packaging line feeds with duration-aware metering and automated poster frame generation via FFmpeg.

4. Grounded AI with Strict Scientific Guardrails

• Multimodal AI Reasoning: Powered by Google Gemini Vision models with deterministic schema validation to prevent invented classifications.
• Advisory Operational Intelligence: Provides actionable shift-level quality summaries and defect distribution trends.

5. Native Sensifai Ecosystem Integration

• Logto OIDC Single Sign-On: Enterprise identity management with PKCE authorization code flow and server-side sessions.
• Gatekeeper Prepaid Metering: Seamless pay-as-you-go consumption deducted directly from customer prepaid wallets.

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Target Manufacturing Applications

• Commercial Meat Packing & Slaughterhouses: Automated classification and defect sorting on primary fabrication lines.
• Poultry Processing Plants: Surface discoloration, bruising, and foreign particle detection prior to packaging.
• Case-Ready Food Packaging: Quality screening and trim verification for supermarket pre-packed retail trays.
• Food Service & Distribution Hubs: Inbound receiving quality checks and cold-chain compliance auditing.