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Replace overlapping text tables with vector ecosystem graphic
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content="Open models powering FrameByFrame, Arena Live, and Aigentux."
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<title>FrameByFrame — Open models for real products</title>
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<
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<a href="https://huggingface.co/FrameByFrame?sort_models=downloads#models">
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<strong>Explore all 8 public models →</strong>
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<br />
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<br />
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<h2>One model layer. Three products.</h2>
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<p>
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FrameByFrame models move into real products through three connected
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directions: vision and edge intelligence, sports analytics, and agent
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harness infrastructure.
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</p>
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<table>
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<thead>
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<tr>
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<th>01 / VIDEO + EDGE</th>
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<th>02 / SPORTS ANALYTICS</th>
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<th>03 / AGENT HARNESS</th>
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<tbody>
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<h3><a href="https://www.artelligence.ai/">FRAME BY FRAME ↗</a></h3>
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<p><strong>Computer vision · Video analytics · Edge AI</strong></p>
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<p>
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An AI-first stack that turns video into useful intelligence, from
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cloud-scale analytics to low-latency edge inference.
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</p>
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<p><a href="https://www.artelligence.ai/">Visit Artelligence →</a></p>
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</td>
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<td valign="top">
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<h3><a href="https://www.arenalive.ai/">ARENA LIVE ↗</a></h3>
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<p><strong>Live streaming · Player insights · Smart venues</strong></p>
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<p>
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An edge-AI sports platform for live matches, automated highlights,
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performance analytics, and venue intelligence.
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</p>
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<p><a href="https://www.arenalive.ai/">Explore Arena Live →</a></p>
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</td>
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<td valign="top">
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<h3><a href="https://aigentux.com/">AigentUX ↗</a></h3>
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<p><strong>AI agents · Orchestration · Tools + memory</strong></p>
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<p>
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A white-label harness to build, orchestrate, and deploy
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customizable enterprise AI assistants.
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</p>
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<p><a href="https://aigentux.com/">Explore Aigentux →</a></p>
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</table>
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<br />
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<h2>The shared model layer</h2>
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<table>
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<thead>
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<th>MODEL FAMILY</th>
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<th>WHAT IT UNLOCKS</th>
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<th>USED ACROSS</th>
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</thead>
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<td><strong>Trust + guardrails</strong></td>
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<td>Prompt-injection defense, content safety, multilingual moderation</td>
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<td>Agents · Video · Sports</td>
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<td><strong>Privacy + PII</strong></td>
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<td>Korean PII detection and production redaction</td>
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<td>Edge · Agents · Enterprise</td>
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</tr>
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<td><strong>Language + tool use</strong></td>
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<td>100+ language identification and function-calling adapters</td>
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<td>Aigentux · Applications</td>
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</table>
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<br />
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<div align="center">
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<p>
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<a href="https://huggingface.co/FrameByFrame?sort_models=downloads#models">
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<strong>Browse the
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<p><small>Models in motion · Built by Artelligence Foundry in Bengaluru, India</small></p>
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<meta charset="utf-8" />
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<meta name="description" content="FrameByFrame open models and product ecosystem." />
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<title>FrameByFrame — Product ecosystem</title>
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</head>
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<a href="https://huggingface.co/FrameByFrame?sort_models=downloads#models">
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<img
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src="https://huggingface.co/spaces/FrameByFrame/README/resolve/main/assets/downloads-highlight.svg"
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alt="256 thousand plus all-time model downloads across eight public models"
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width="1200"
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</a>
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</div>
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<img
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src="https://huggingface.co/spaces/FrameByFrame/README/resolve/main/assets/ecosystem-map.svg"
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alt="FrameByFrame product ecosystem: video and Edge AI, Arena Live sports analytics, and Aigentux agent harness"
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width="1400"
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<div align="center">
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<p>
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<a href="https://www.artelligence.ai/"><strong>FrameByFrame / Artelligence ↗</strong></a>
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·
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<a href="https://www.arenalive.ai/"><strong>Arena Live ↗</strong></a>
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·
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<a href="https://aigentux.com/"><strong>Aigentux ↗</strong></a>
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</p>
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<p>
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<a href="https://huggingface.co/FrameByFrame?sort_models=downloads#models">
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<strong>Browse the model collection →</strong>
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</a>
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</p>
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</div>
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