Datasets:
| license: apache-2.0 | |
| size_categories: | |
| - 10K<n<100K | |
| task_categories: | |
| - image-classification | |
| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': bouldering_area | |
| '1': other | |
| - name: stem | |
| dtype: string | |
| - name: suffix | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 2332064084.761 | |
| num_examples: 13679 | |
| - name: test | |
| num_bytes: 805144625.12 | |
| num_examples: 3880 | |
| download_size: 3137306204 | |
| dataset_size: 3137208709.881 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| tags: | |
| - bouldering | |
| - rock climbing | |
| - Boulderspot | |
| # pszemraj/boulderspot | |
| These are aerial images of Switzerland classified into what could be a bouldering area (label: `bouldering_area`) or not (label: `other`). The test set has no labels (i.e. the column is `None`) and is randomly sampled from across the country. | |
| Sources: | |
| - data: [SWISSIMAGE 10 cm](https://www.swisstopo.admin.ch/en/orthoimage-swissimage-10) | |
| - labels: me | |
| Date created: 2021 | |
| You can find some example CNN-based models trained on an earlier/smaller version of this dataset in [this repo](https://github.com/pszemraj/BoulderAreaDetector) | |
| If you are a member of **an organization** interested in details of how this was created/similar ideation related to AI applications for the outdoors/climbing, feel free to contact me (info on my [site](https://pszemraj.carrd.co/)). | |
| --- | |
| ```yml | |
| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: label | |
| dtype: string | |
| - name: stem | |
| dtype: string | |
| - name: suffix | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 2881884752.62 | |
| num_examples: 13679 | |
| - name: test | |
| num_bytes: 871464803.08 | |
| num_examples: 3880 | |
| download_size: 3137018901 | |
| dataset_size: 3753349555.7 | |
| ``` |