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A summary of head and face detection datasets, published within the last decade.
| Datasets | Year | # Images | # Faces/Heads | Backface | VIS | NIR |
|---|---|---|---|---|---|---|
| FDDB [25] | 2010 | 2.8K | 5.2K | ✓ | ||
| AFW [28] | 2012 | 0.2K | 0.5K | ✓ | ||
| MALF [2] | 2015 | 5.3K | 11.9K | ✓ | ||
| HollywoodHeads [26] | 2015 | 224.7K | 369.8K | ✓ | ✓ | |
| WIDER Face [30] | 2016 | 33.2K | 393.7K | ✓ | ||
| SCUT-HEAD [20] | 2018 | 4.4K | 111.3K | ✓ | ✓ | |
| Crowdhuman [22] | 2018 | 19.4K | 470K | ✓ | ✓ | |
| EDGE19 | 2019 | 3.5K | 3.7K | ✓ | ✓ | ✓ |
