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tropical_forest_classification

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Image Classification
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tropical_forest_classification
File size: 3,306 Bytes
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---
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.*