# Our Technology | Computer Vision for Brand Detection > Proprietary computer-vision models trained on millions of sports frames, detecting and valuing brand assets across every screen and surface. Source: https://camaleonicanalytics.com/technology --- /CORE TECHNOLOGY / SYSTEM OVERVIEW # Built to see. Trained to _value_. AI-powered technology that detects, measures, and values brand exposure across TV, digital, social, and onsite channels, transforming raw content into precise, verifiable insights. PIPELINE ACTIVE INPUTS TV / SOCIAL / PRESS / ONSITE MODE REAL-TIME / POST-EVENT OUTPUT VERIFIABLE INSIGHT Pipeline / Active 06 Stages / End-to-End Fully automated 01 ### Ingest TV / SOCIAL / PRESS / ONSITE TV SOCIAL PRESS ONSITE 02 ### Detect CLASSIFY / IDENTIFY / VERIFY LOCK 0.97 03 ### Quantify DURATION / SIZE / CLARITY DUR 4.2s SIZE 38% CLR 0.91 04 ### Value CPM / CPE / AUDIENCE EMV / EVENT €1.24M CPM 8.40 — CPE 0.12 05 ### Store STRUCTURED DATASETS ROWS 12,480 / COLS 32 06 ### Visualize DASHBOARDS / TIMELINES ≤60 Frames analyzed / second 15+ KPIs per detection 8 Score variables blended 6 Ecosystems covered 01 01 / AI Frame-by-Frame Detection ## Intelligence that sees what audiences see, every _1/60th_ of a second. Our computer vision models analyze each frame with millisecond accuracy, detecting: CL-01 Logs → CL-02 Brands & Teams placement → CL-03 Objects and assets → CL-04 Environments & Scenes → Detection runs in real time or post-event, enabling full flexibility for live coverage or historical analysis. 15+ KPIs are generated for every detection, including exposure time, screen area, clarity, instances, zone quality, and more. Every frame becomes structured data. Every appearance becomes measurable. ![Football match frame under AI analysis, with jersey sponsor and perimeter board detected](https://camaleonicanalytics.com/images/tech-frame-analysis.webp) Logo 0.98 Board 0.95 Asset 0.91 Real-time / post-event 15+ KPIs / detection Frame analysis: live 02 02 / The Camaleonic Score ## A unified metric to compare brand _impact_ across any event, feed, or channel. Our proprietary algorithm blends 8 core visual and contextual variables, measuring both the quality and quantity of exposure to generate a single, comparable impact score. Variable Weight V01 Exposure duration DURATION .18 V02 On-screen size SIZE .16 V03 Visual clarity CLARITY .14 V04 Audience reach AUDIENCE .14 V05 Screen position POSITION .12 V06 Context quality CONTEXT .10 V07 Platform weight PLATFORM .08 V08 Brand recall RECALL .08 Σ CHECKSUM 1.00 Weight ledger: live Hover or focus a variable to isolate its share of the score. A synthetic score that captures true visibility quality, not just raw exposure. Sample output CSCORE.V2 87.4/ 100 Quality × quantity of exposure Σ 1.00 Σ ( VARIABLE × WEIGHT ) → SCORE 0–100 Camaleonic Score: demo 03 03 / Multichannel Processing Pipeline ## From ingest to insight, engineered for _scale_. A fully automated pipeline designed for high-volume global events. 01 ### Ingest Multiple sources simultaneously: TV & livestream feeds, social media content, digital press & clipping, onsite data. → 02 ### Detect AI models classify, identify, and verify brands, mentions, context, and visual attributes. → 03 ### Quantify Precise measurement of duration, clarity, position, size, frequency, and visual quality. → 04 ### Value Economic models combine CPM/CPE, TV spot valuations, audience data, and cross-feed weighting. → 05 ### Store Clean, structured datasets ready for dashboards, APIs, and exporting. → 06 ### Visualize Dynamic dashboards show multi-feed results, timelines, heatmaps, and impact comparisons. → /A complete data engine: from acquisition to decision-making 04 04 / Real-Time Global Coverage ## Multi-feed analysis for _multi-market_ sponsorship. Camaleonic processes broadcast feeds from multiple countries simultaneously, revealing: F-01 ### How each market displays the brand Compare visibility across different regional broadcasts → F-02 ### Differences in exposure time and size Measure variations in brand prominence per feed → F-03 ### Regional broadcast variations Identify unique content decisions by each broadcaster → F-04 ### Asset performance per territory Track which assets work best in each market → F-05 ### Digital & Virtual detection Capture both physical and digitally-inserted branding → Your visibility is not _local_, neither is our analysis. 05 05 / Cross-Platform Intelligence ## One technology. _Six_ ecosystems. Total sponsorship visibility. Detection services / 06 Output rail / 03 TV TV Analytics 132 FEEDS SM Social Media 845 POSTS/MIN PR Press 1,240 ART/DAY ON Onsite 64 CAMERAS VN Venue 18 VENUES LS Listening 2,150 MENT/HR Core engine CORE 1,840 DET/S · Merged throughput MODELS 14 LATENCY 0.04S UPTIME 99.98% Output rail / 03 Verified value OUT-01 Reports OUT-02 API OUT-03 FIG.01 / LIVE FIG.01 — One core engine, six detection services 06 IN → 01 CORE → 03 OUT SYS-01 ### TV Analytics Frame-by-frame detection, multi-feed broadcasts, and audience-weighted valuation. SYS-02 ### Social Media Analytics AI detection in images, videos, text, and audio. Influence mapping. Fan reaction analysis. SYS-03 ### Digital Press & Clipping Automated OTS, media valuation, sentiment layers. SYS-04 ### Onsite Analytics Event asset visibility: signage, fan zones, hospitality, vehicles, objects, uniforms. SYS-05 ### Web & App Visibility Brand placement analysis: dimensions, duration, CPM-driven value. SYS-06 ### Fan Insight & Surveys Media data and surveys to understand who the fans are. Identify fan profiles, behaviors, interests, and perceptions to better connect sponsors, events, and brands with their audiences. /A unified intelligence layer across all channels 06 06 / Transparency & Auditability ## Every detection can be verified. Every insight has _proof_. PR-01 Evidence frames PR-02 Proof images PR-03 Optional video overlays PR-04 Detection Brands, Assets, Teams PR-05 Full audit trails PR-06 Scene detection ![Packed football stadium at night seen from the stands, sponsor boards circling the floodlit pitch](https://camaleonicanalytics.com/images/tech-philosophy-stadium.webp) /Our philosophy AI you can trust. Data you can verify. Frame source: live stadium broadcast 07 07 / Built for Scale ## High-volume events. Global broadcasts. _Millions_ of frames. Our system scales automatically to process multi-day events, full seasons, and parallel competitions without latency. Multi-day events Full seasons Parallel competitions No added latency Your analysis grows with your _ambitions_. /See it running ## See the technology _in action_. Experience real-time sponsor detection and multi-feed analysis across global events. [Request Demo →](https://camaleonicanalytics.com/request-demo)