README.md

---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: filename
    dtype: string
  - name: caption
    sequence: string
  splits:
  - name: train
    num_bytes: 829880166
    num_examples: 6000
  - name: test
    num_bytes: 136929806
    num_examples: 1000
  - name: validation
    num_bytes: 138076299
    num_examples: 1000
  download_size: 1102895899
  dataset_size: 1104886271
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
  - split: validation
    path: data/validation-*
task_categories:
- image-to-text
- text-to-image
- text-generation
language:
- pt
pretty_name: Flickr8K Portuguese Translated
size_categories:
- 1K<n<10K
---


# 🎉 Flickr8K Portuguese Translated

## 💾 Dataset Summary

Flickr8K Portuguese Translated consists of 8,000 images, each accompanied by five descriptive captions that have been
generated by human annotators for every individual image. The original English captions were rendered into Portuguese
through the utilization of the Google Translator API.

## 🧑‍💻 Hot to Get Started with the Dataset

```python
from datasets import load_dataset

dataset = load_dataset('laicsiifes/flickr8k-pt-br')
```

## ✍️ Languages

The images descriptions in the dataset are in Portuguese.

## 🧱 Dataset Structure

### 📝 Data Instances

An example looks like below: 

```
{
  'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=500x333>,
  'caption':
  [
    'Um cachorro preto carrega um brinquedo verde na boca enquanto caminha pela grama.',
    'Um cachorro preto molhado carrega um brinquedo verde pela grama.',
    'Um cachorro preto carregando algo pela grama.',
    'Um cachorro na grama com um item azul na boca.',
    'Um cachorro preto tem um brinquedo azul na boca.'
  ],
  'filename': '1026685415.jpg'
}
```

### 🗃️ Data Fields

The data instances have the following fields:

- `image`: a `PIL.Image.Image` object containing image.
- `caption`: a `list` of `str` containing the 5 captions related to image.
- `filename`: a `str` containing name of image file.

### ✂️ Data Splits

The dataset is partitioned using the Karpathy splitting appoach for Image Captioning
([Karpathy and Fei-Fei, 2015](https://arxiv.org/pdf/1412.2306)).

|Split|Samples|Average Caption Length (Words)|
|:-----------:|:-----:|:--------:|
|Train|6,000|12.1 ± 5.1|
|Validation|1,000|12.3 ± 5.3|
|Test|1,000|12.2 ± 5.4|
|Total|8,000|12.1 ± 5.2|


## 📋 BibTeX entry and citation info

```bibtex
@misc{bromonschenkel2024flickr8kpt,
  title        = "Flickr8K Portuguese Translated",
  author       = "Bromonschenkel, Gabriel and Oliveira, Hil{\'a}rio and Paix{\~a}o, Thiago M.",
  howpublished = "https://huggingface.co/datasets/laicsiifes/flickr8k-pt-br",
  year         = "2024"
}
```