| --- |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Campnosperma panamensis |
| '1': Cedrela Odorata |
| '2': Cedrelinga cateniformis |
| '3': Cordia alliodora |
| '4': Cupresus Lusitanica |
| '5': Dialyanthera gracilipes |
| '6': Eucalyptus globulus |
| '7': Fraxinus uhdei |
| '8': Handroanthus chrysanthus |
| '9': Humiriastrum procerum |
| '10': Pinus patula |
| - name: species |
| dtype: string |
| - name: capture_timestamp |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 579269167 |
| num_examples: 9664 |
| download_size: 500545719 |
| dataset_size: 579269167 |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Campnosperma panamensis |
| '1': Cedrela Odorata |
| '2': Cedrelinga cateniformis |
| '3': Cordia alliodora |
| '4': Cupresus Lusitanica |
| '5': Dialyanthera gracilipes |
| '6': Eucalyptus globulus |
| '7': Fraxinus uhdei |
| '8': Handroanthus chrysanthus |
| '9': Humiriastrum procerum |
| '10': Pinus patula |
| - name: species |
| dtype: string |
| - name: capture_timestamp |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 7505389144 |
| num_examples: 10795 |
| download_size: 5459092533 |
| dataset_size: 7505389144 |
| configs: |
| - config_name: augmented |
| data_files: |
| - split: train |
| path: augmented/train-* |
| - config_name: raw |
| data_files: |
| - split: train |
| path: raw/train-* |
| default: true |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 10K<n<100K |
| --- |
| # Tropical Forest Classification |
|
|
| This dataset provides real RGB images of tropical forest tree species, collected in a laboratory environment in Popayan, Colombia. Images were captured using a handheld digital magnifying glass at 640x480 pixel resolution, focusing on detailed botanical specimens for classification tasks. The dataset contains raw and augmented versions. |
| The raw dataset contains 10,795 images. |
| Images per class: |
| - Campnosperma panamensis: 826 |
| - Cedrela Odorata: 1,128 |
| - Cedrelinga cateniformis: 1,189 |
| - Cordia alliodora: 929 |
| - Cupresus Lusitanica: 815 |
| - Dialyanthera gracilipes: 1,100 |
| - Eucalyptus globulus: 1,105 |
| - Fraxinus uhdei: 1,025 |
| - Handroanthus chrysanthus: 1,106 |
| - Humiriastrum procerum: 1,001 |
| - Pinus patula: 571 |
|
|
| The augmented dataset contains 9,664 images. |
| Images per class: |
| - Campnosperma panamensis: 823 |
| - Cedrela Odorata: 0 |
| - Cedrelinga cateniformis: 1,189 |
| - Cordia alliodora: 929 |
| - Cupresus Lusitanica: 815 |
| - Dialyanthera gracilipes: 1,100 |
| - Eucalyptus globulus: 1,105 |
| - Fraxinus uhdei: 1,025 |
| - Handroanthus chrysanthus: 1,106 |
| - Humiriastrum procerum: 1,001 |
| - Pinus patula: 571 |
|
|
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| <!-- TODO: add BibTeX citation --> |
| ``` |
|
|
| <!-- TODO: add plain text citation --> |
|
|
| The dataset itself can be cited as: |
|
|
| Ordoñez Urbano, C. F. (2020). *Tropical Forest Species* [Dataset]. Mendeley. https://doi.org/10.17632/YZZCBYVGMH.3 |
|
|
|
|
| *This dataset was reformatted from its original format to match HuggingFace standards.* |
|
|
