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Dragoneye: Production video detection models in <5 minutes

Build zero-shot video models quickly with 0 training data

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YC · launched Nov 25, 2025 · 11 upvotes (top 93%) · 0 views

Niche: computer vision software and models · 225 launches, 11 in the last 7 days ▼ -45% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Commercial product
  • Developer Tools
  • Computer Vision
  • AI
  • ML

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Could you build this?

No Zero-shot video object and attribute detection in near real-time requires cutting-edge vision-language models, specialized GPU video-processing pipelines, and spatial-temporal tracking research.

What it would actually take: A functional implementation requires low-latency video decoding and frame-sampling pipelines feeding fine-tuned or novel open-vocabulary vision foundation models (like OWL-ViT, Grounding DINO, or proprietary temporal variants). Running inference on arbitrary user text prompts across continuous video streams demands optimized Triton/TensorRT-LLM GPU clusters and temporal box-association algorithms, requiring deep expertise in computer vision research and systems engineering.

Competitors

Other products that read as similar to this one : 1588 launches clear the similarity bar, closest 8 shown.

Attention rank: #1514 of 1589 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 26 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.