Nvidia Blog 03月06日
Roboflow Helps Unlock Computer Vision for Every Kind of AI Builder
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Roboflow是一家致力于简化计算机视觉开发的初创公司,旨在弥合AI与希望利用它的人们之间的差距。Roboflow Universe拥有最大的开源计算机视觉数据集和模型集合,受到超过一百万开发者和一半的财富100强公司的信任。该公司通过简化模型训练和部署,帮助组织从图像和视频中提取价值。其技术应用于制造业、医疗保健和汽车等领域,例如提高生产效率、识别微观细胞群等。Roboflow强调在工业环境中应用AI的巨大潜力,并与NVIDIA合作提供解决方案。公司CEO分享了创业经验,强调了在建立使命驱动型公司中的坚持、适应性和社区的重要性。

💡 Roboflow 的目标是通过计算机视觉使世界可编程,简化模型训练和部署,帮助各组织从图像和视频中提取价值。

🚗 在实际应用中,汽车公司可以利用 Roboflow 的技术来提高生产效率,科研人员可以识别微观细胞群。

🤝 Roboflow 与 NVIDIA 合作,共同致力于在工业环境中应用 AI 解决问题,释放超过 50 万亿美元的全球 GDP 潜力。

🔮 Roboflow 展望了多模态 AI 的潜力,将视觉与其他数据类型集成,以解锁新的可能性,并强调在边缘运行模型的重要性,尤其是在实时视频方面。

Ninety percent of information transmitted to the human brain is visual. The importance of sight in understanding the world makes computer vision essential for AI systems.

By simplifying computer vision development, startup Roboflow helps bridge the gap between AI and people looking to harness it. Trusted by over a million developers and half of the Fortune 100 companies, Roboflow’s mission is to make the world programmable through computer vision. Roboflow Universe is home to the largest collection of open-source computer vision datasets and models.

Cofounder and CEO Joseph Nelson joined the NVIDIA AI Podcast to discuss how Roboflow empowers users in manufacturing, healthcare and automotive to solve complex problems with visual AI.

A member of the NVIDIA Inception program for cutting-edge startups, Roboflow streamlines model training and deployment, helping organizations extract value from images and video using computer vision. For example, using the technology, automotive companies can improve production efficiency, and scientific researchers can identify microscopic cell populations.

Over $50 trillion in global GDP is dependent on applying AI to problems in industrial settings, and NVIDIA is working with Roboflow to deliver those solutions. Nelson also shares insights from his entrepreneurial journey, emphasizing perseverance, adaptability and community in building a mission-driven company. Impactful technology isn’t just about innovation, he says. It’s about making powerful tools accessible to the people solving real problems.

Looking ahead, Nelson highlights the potential of multimodal AI, where vision integrates with other data types to unlock new possibilities, and the importance of running models on the edge, especially on real-time video. Learn more about the latest advancements in visual agents and edge computing at NVIDIA GTC, a global AI conference taking place March 17-21 in San Jose, California.

Time Stamps

2:03 – Nelson explains Roboflow’s aim to make the world programmable through computer vision.

7:26 – Real-world applications of computer vision to improve manufacturing efficiency, quality control and worker safety.

22:15 – How multimodalilty allows AI to be more intelligent.

33:01 – Lessons learned and perspectives on leadership, mission-driven work and what it takes to scale a company successfully.

29:43 – Teasing Roboflow’s upcoming announcements at GTC.

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Roboflow 计算机视觉 人工智能 NVIDIA
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