| --- |
| task_categories: |
| - image-classification |
| license: cc-by-nc-4.0 |
| viewer: false |
| extra_gated_prompt: >- |
| This dataset contains images or recordings of real, identifiable people that |
| third parties collected from the web. Copyright in the media (images, audio and |
| video) stays with its original owners, and access here is not a licence to it. |
| Some parts, such as the original publishers' annotations, carry their own |
| licences; these conditions do not limit any rights those licences give you. |
| Recognition evaluation on the dataset itself is allowed. Read the dataset card |
| before use. |
| extra_gated_fields: |
| I will use the media only for non-commercial research: checkbox |
| I will not redistribute the media: checkbox |
| I will not use the dataset to identify, track or monitor people outside it: checkbox |
| I will delete affected media if told of a removal request: checkbox |
| --- |
| https://github.com/NNNNAI/VGGFace2-HQ |
|
|
| ## What this repository contains |
|
|
| - `train/VGGFac01.zip` to `train/VGGFac10.zip`: the VGGFace2-HQ project's |
| training release, downloaded from its Google Drive and re-packaged into ten |
| ZIP files. |
| - `test/test.zip`: not part of the project's release. It was generated for this |
| repository from the VGGFace2 test set with the project's own scripts: FFHQ |
| alignment (`scripts/crop_align_vggface2_FFHQalign.py`), then GFPGAN |
| restoration (`scripts/inference_gfpgan_forvggface2.py` with |
| `GFPGANCleanv1-NoCE-C2.pth`). It holds 61,841 restored images. |
|
|
| ## Removal requests |
|
|
| If you appear in this dataset, or hold rights in any of its media, and want it |
| removed, open a discussion in this repository's Community tab with the file |
| paths or IDs involved. |
|
|
| ## Bounded streaming |
|
|
| `datasets==5.0.0` does not execute loading scripts from the Hub. Clone code and |
| metadata without downloading Git LFS objects, then import the loader directly: |
|
|
| ```shell |
| GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/ProgramComputer/VGGFace2-HQ |
| ``` |
|
|
| Pin both data revisions when constructing the stream: |
|
|
| ```python |
| from VGGFace2_HQ import load_streaming |
| |
| dataset = load_streaming( |
| "train", |
| revision="ee41c3e64981063524744286b468e739190cfbed", |
| raw_revision="ad5f6b5a5f560621fd7efb9b79c956d27d427a08", |
| cache_dir="/bounded/cache", |
| scratch_dir="/bounded/scratch", |
| ) |
| first_record = next(iter(dataset)) |
| ``` |
|
|
| ZIP shards use bounded HTTP-range reads. A full-shard scratch fallback is |
| disabled unless `allow_full_shard_fallback=True` is passed with explicit byte |
| limits. |
|
|
