|
|
--- |
|
|
language: |
|
|
- en |
|
|
pretty_name: FFHQ Proxy Reference |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
tags: |
|
|
- image-restoration |
|
|
- portrait-upscaling |
|
|
- face-super-resolution |
|
|
- aesthetic-refinement |
|
|
license: creativeml-openrail-m |
|
|
task_categories: |
|
|
- image-to-image |
|
|
--- |
|
|
|
|
|
# FFHQ Proxy Reference |
|
|
|
|
|
## Overview |
|
|
|
|
|
**FFHQ Proxy Reference** is a **reference-only dataset repository** designed to integrate high-quality human face images into advanced image restoration and portrait upscaling pipelines. |
|
|
|
|
|
This repository acts as a **proxy schema and access reference** for the official FFHQ dataset and is optimized for: |
|
|
|
|
|
- Facial detail preservation |
|
|
- Portrait-focused super-resolution (up to 8K) |
|
|
- Identity-consistent restoration workflows |
|
|
|
|
|
> **Important** |
|
|
> This repository does **not host image files**. |
|
|
> All images must be obtained directly from the official FFHQ source and loaded locally or via private storage using a custom dataset loader. |
|
|
|
|
|
--- |
|
|
|
|
|
## Intended Use |
|
|
|
|
|
This dataset reference is designed for: |
|
|
|
|
|
- Portrait upscaling models |
|
|
- Face restoration and enhancement pipelines |
|
|
- Aesthetic refinement workflows |
|
|
- High-resolution facial reconstruction tasks |
|
|
|
|
|
It is **not** intended to redistribute FFHQ images or bypass licensing restrictions. |
|
|
|
|
|
--- |
|
|
|
|
|
## Dataset Structure (Expected) |
|
|
|
|
|
Each sample is expected to follow this structure when loaded locally: |
|
|
|
|
|
``` |
|
|
| Field | Type | Description | |
|
|
|------|------|------------| |
|
|
| `image` | `Image` | High-quality face image | |
|
|
| `resolution` | `int` | Image resolution indicator | |
|
|
| `source` | `string` | Original dataset reference | |
|
|
``` |
|
|
--- |
|
|
|
|
|
## Data Source |
|
|
|
|
|
- **Primary Source (Official FFHQ):** |
|
|
https://github.com/NVlabs/ffhq-dataset |
|
|
|
|
|
- **Mirror / Access Reference:** |
|
|
Google Drive (official distribution channel). |
|
|
|
|
|
All images remain under the **original FFHQ license and terms**. |
|
|
|
|
|
--- |
|
|
|
|
|
## Integration Notes |
|
|
|
|
|
- Hugging Face **does not ingest Google Drive folders directly** |
|
|
- This repository serves as: |
|
|
- A dataset reference |
|
|
- A schema definition |
|
|
- A controlled integration point for private pipelines |
|
|
|
|
|
To use the data, users must: |
|
|
1. Download FFHQ locally from the official source |
|
|
2. Load images using a custom `dataset.py` or local loader |
|
|
3. Ensure compliance with FFHQ licensing |
|
|
|
|
|
--- |
|
|
|
|
|
## Example Usage |
|
|
|
|
|
```python |
|
|
from datasets import load_dataset |
|
|
|
|
|
dataset = load_dataset( |
|
|
"Legitking4pf/FFHQ-Proxy-Reference", |
|
|
data_dir="/path/to/local/ffhq" |
|
|
) |
|
|
``` |
|
|
|
|
|
## Licensing |
|
|
|
|
|
- **Repository contents:** CreativeML Open RAIL-M. |
|
|
|
|
|
- **Image data:** Governed entirely by the original FFHQ license. |
|
|
|
|
|
This repository does not grant redistribution rights for FFHQ images. |
|
|
|
|
|
## Disclaimer |
|
|
|
|
|
This dataset is a proxy reference only. It exists to standardize integration and does not replace or mirror the original dataset. |
|
|
|
|
|
- **Users are responsible for:** |
|
|
- Data access |
|
|
- Storage |
|
|
- Licensing compliance |
|
|
- Copy code |
|
|
|
|
|
--- |
|
|
|
