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

# HUMANFaceDataset

tags: facial, expression, identity

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

**Dataset Description:** The 'HUMANFaceDataset' is a collection of high-resolution images that capture various facial expressions across different identities. This dataset aims to facilitate research in the fields of emotion recognition, facial expression analysis, and identity verification using machine learning techniques. The dataset is curated to include a diverse set of individuals with varying ages, ethnicities, and genders to ensure broad applicability of the models trained on it.

**CSV Content Preview:**

```
ID, ImageURL, Expression, Identity, Labels
001, https://example.com/image001.jpg, Happy, John Doe, ["HappyExpression", "MaleIdentity"]
002, https://example.com/image002.jpg, Sad, Jane Smith, ["SadExpression", "FemaleIdentity"]
003, https://example.com/image003.jpg, Angry, Mike Johnson, ["AngryExpression", "MaleIdentity"]
004, https://example.com/image004.jpg, Surprised, Emily Davis, ["SurprisedExpression", "FemaleIdentity"]
005, https://example.com/image005.jpg, Neutral, Alex Lee, ["NeutralExpression", "MaleIdentity"]
```

In this CSV preview, each row represents an individual's image from the dataset, with columns indicating the image URL, the facial expression label, the identity of the individual (a placeholder name for anonymity), and a list of labels that specify both the expression and the identity. This format allows for multi-label classification where each image can belong to multiple categories.

**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 'human':

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