Minimal Labels, Maximal Tracking: New AI Framework Follows Every Plant Organ in 3D
· newswise.com · popularity 17/100 · 0 similar stories today · AI & Data Science (Artificial Intelligence)
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Summary
<img src="https://www.newswise.com/legacy/image.php?image=https://media.newswise.com/pio/articles/858172/6af055e46b201_25_858172.jpg&width=100&height=150" alt="Newswise image" />Understanding how each individual leaf, stem, and bud grows and changes over time is essential for breeding better crops, but traditional tracking methods are either extremely labor intensive or cannot operate in real time. Researchers have now developed 3D OGT (3D Organ Growth Tracking), a new artificial intelligence framework that automatically tracks every plant organ throughout an entire growth sequence using only the organ labels from the very first moment. This approach achieves an average tracking accuracy of 88.10% across multiple crop species, outperforming existing methods while requiring a fraction of the manual annotation effort.
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