2025 Visual AI Trends

  • How quickly enterprises get Vision AI models into production.
  • How much data is needed for success in real-world applications.
  • Trends in model sizes and accuracy trade-offs.
  • How powerful AI now runs on compact edge devices.

How does your organization compare to industry leaders in vision AI adoption? Discover exclusive data revealing the ways enterprises successfully deployed AI-powered vision systems over the past six months. This report is based on thousands of real-world computer vision projects created using Roboflow, and shares benchmarks for key metrics like speed to production, hardware choices, model sizes, and dataset requirements. Gain competitive insights and use visual AI to transform your business this year.

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