license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# FaceReidentificationDataset

tags: face, reidentification, dataset

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'FaceReidentificationDataset' is a hypothetical collection of images designed to aid in the development and training of machine learning models for the task of face reidentification. This dataset contains various high-quality images of individuals captured in different environments and lighting conditions. The primary goal is to enable models to accurately match or distinguish individuals across non-frontal, non-matching images.

For this dataset, we have assigned labels that indicate the pair of images. The label '1' signifies a match between the two images, while '0' indicates a non-match. The dataset may include additional metadata for each image, such as the date and time of capture, but for the CSV preview, we will focus on the image paths and labels.

**CSV Content Preview:**

```
id,image_path,label
1,images/person_1_frontal.jpg,1
2,images/person_2_frontal.jpg,0
3,images/person_1_non_frontal.jpg,1
4,images/person_2_non_frontal.jpg,0
5,images/person_3_frontal.jpg,0
```

This CSV content includes five rows with three columns: 'id' for the unique identifier of the image pair, 'image_path' pointing to the location of the images on disk, and 'label' to indicate whether the images in the pair are of the same individual ('1') or not ('0'). The image paths are structured to be relative to the dataset's directory.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=FaceReidentificationDataset&tags=face,+reidentification,+dataset
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
