Data · dataset · 2022
WIDER FACE
Listed in Hugging Face Datasets
WIDER FACE dataset is a face detection benchmark dataset, of which images are selected from the publicly available WIDER dataset.
Description
We choose 32,203 images and label 393,703 faces with a high degree of variability in scale, pose and occlusion as depicted in the sample images. WIDER FACE dataset is organized based on 61 event classes.
For each event class, we randomly select 40%/10%/50% data as training, validation and testing sets. We adopt the same evaluation metric employed in the PASCAL VOC dataset. Similar to MALF and Caltech datasets, we do not release bounding box ground truth for the test images.
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Users are required to submit final prediction files, which we shall proceed to evaluate.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/CUHK-CSE/wider_face ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1511.06523 arxiv.org/abs/1511.06523 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/CUHK-CSE/wider_face ↗
metadata API · from Hugging Face
Topics
- Stated by source
- object detection
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | CUHK-CSE/wider_face | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |