AIHacker Noonabout 4 hours ago
Computer Vision Faces Real-World Data Shortage
12 min read
Computer vision AI faces a widening gap between available and needed real-world visual data. Labeling bottlenecks, domain shift, and legal restrictions on web scraping, including Getty licensing to OpenAI, constrain training. The field's highest-stakes domains, like medicine, hold the most tightly controlled data.
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