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Leafsnap: A Computer Vision System for Automatic Plant Species Identification
This video was recorded at 12th European Conference on Computer Vision (ECCV), Firenze 2012. We describe the first mobile app for identifying plant species using automatic visual recognition. The system - called Leafsnap - identifies tree species from photographs of their leaves. Key to this system are computer vision components for discarding non-leaf images, segmenting the leaf from an untextured background, extracting features representing the curvature of the leaf's contour over multiple scales, and identifying the species from a dataset of the 184 trees in the Northeastern United States. Our system obtains state-of-the-art performance on the real-world images from the new Leafsnap Dataset - the largest of its kind. Throughout the paper, we document many of the practical steps needed to produce a computer vision system such as ours, which currently has nearly a million users.
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- English
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This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States
