https://github.com/friggog/tree-id
Plant species identification from leaf images using shape only features
https://github.com/friggog/tree-id
classification computer-science computer-vision identification machine-learning
Last synced: about 15 hours ago
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Plant species identification from leaf images using shape only features
- Host: GitHub
- URL: https://github.com/friggog/tree-id
- Owner: friggog
- License: mit
- Created: 2017-12-04T18:03:48.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2020-11-08T11:36:34.000Z (almost 5 years ago)
- Last Synced: 2024-11-29T04:35:41.253Z (10 months ago)
- Topics: classification, computer-science, computer-vision, identification, machine-learning
- Language: Python
- Homepage:
- Size: 39.9 MB
- Stars: 4
- Watchers: 4
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# tree-id
Code for the paper '[Shape-only Features for Plant Leaf Identification](https://arxiv.org/abs/1811.08398)'.
Achieves comparable results to state-of-the-art methods, though uses only shape features extracted from the curvature map of the leaf (no colour or texture features).
Scripts included to preprocess the images, extract features and train and evaluate classifiers.
Datasets are not included, though an example of the required structure is given.