| --- |
| dataset_info: |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': black_grass |
| '1': charlock |
| '2': cleavers |
| '3': common_chickweed |
| '4': common_wheat |
| '5': fat_hen |
| '6': loose_silkybent |
| '7': maize |
| '8': scentless_mayweed |
| '9': shepherds_purse |
| '10': smallflowered_cranesbill |
| '11': sugar_beet |
| splits: |
| - name: train |
| num_bytes: 1082442227 |
| num_examples: 5539 |
| download_size: 1714447922 |
| dataset_size: 1082442227 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| license: cc-by-sa-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| # Plant Seedlings Aarhus |
|
|
| A dataset for image classification of plant seedlings. The dataset contains 5,539 images across 12 classes: black_grass, charlock, cleavers, common_chickweed, common_wheat, fat_hen, loose_silkybent, maize, scentless_mayweed, shepherds_purse, smallflowered_cranesbill, sugar_beet. |
| Images per class: |
| - black_grass: 309 |
| - charlock: 452 |
| - cleavers: 335 |
| - common_chickweed: 713 |
| - common_wheat: 253 |
| - fat_hen: 538 |
| - loose_silkybent: 762 |
| - maize: 257 |
| - scentless_mayweed: 607 |
| - shepherds_purse: 274 |
| - smallflowered_cranesbill: 576 |
| - sugar_beet: 463 |
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{Giselsson2017, |
| author = {Giselsson, Thomas Mosgaard and Dyrmann, Mads and J{\\o}rgensen, Rasmus Nyholm and Jensen, Peter Kryger and Midtiby, Henrik Skov}, |
| journal = {arXiv preprint}, |
| title = {{A Public Image Database for Benchmark of Plant Seedling Classification Algorithms}}, |
| year = {2017} |
| } |
| ``` |
|
|
| https://vision.eng.au.dk/plant-seedlings-dataset/ |
