Fei-Fei Li

Fei-Fei Li is a computer scientist whose work helped establish large-scale visual datasets as a foundation for modern computer vision. She co-created ImageNet and advocates for human-centered artificial intelligence.

Jia Deng: Jia Deng is a computer scientist who helped create ImageNet and develop large-scale visual recognition systems. Deng was a central collaborator on ImageNet during Li’s Stanford research.
WordNet: WordNet is a lexical database that groups English words into sets of synonyms and semantic relations. ImageNet used WordNet synsets to organize images into meaningful categories.
ImageNet Roulette: ImageNet Roulette was an artwork by Trevor Paglen and Kate Crawford that exposed biases in image classification labels. The project made ImageNet’s social assumptions and harmful classifications visible to a broad public.
Assistive technology: Assistive technology comprises devices and systems that support people with disabilities in daily activities. Li has explored how computer vision can help create tools that support people with visual impairments.
Princeton University: Princeton University is a private research university in Princeton, New Jersey. Li earned her undergraduate degree there before pursuing graduate study in computer science.
Alex Berg: Alex Berg is a computer vision researcher who contributed to ImageNet and visual recognition research. Berg collaborated with Li’s group on building and evaluating ImageNet.
Amazon Mechanical Turk: Amazon Mechanical Turk is an online marketplace where people complete tasks for requesters. Crowd workers helped label and verify ImageNet images at a scale difficult to achieve manually.
Dataset bias: Dataset bias occurs when a dataset’s contents or labels systematically misrepresent the population or conditions of interest. ImageNet’s categories and images prompted scrutiny of who and what computer vision datasets represent.
AI for healthcare: AI for healthcare uses computational models to support clinical research, diagnosis, treatment, or health-system operations. Li’s research and advocacy include responsible applications of AI in healthcare.
California Institute of Technology: The California Institute of Technology is a private research university in Pasadena, California. Li completed her doctoral studies in electrical engineering at Caltech.

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Andrew NgRelated: She led Google Cloud’s AI efforts while Ng led Google Brain, bringing research and products into close contact.