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Copy file name to clipboardExpand all lines: masked_face/README.md
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@@ -16,7 +16,7 @@ However, this model is trained only using 4095 images (2165 masked / 1930 withou
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We will experience many false positives in the actual application scenarios.
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This original intention inspired me to build a larger dataset to provide better open-source masked facial detection models and help the world survive the pandemic.
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The main contribution of this project is to provide balanced facial training data combining the [Wider face](https://drive.google.com/open?id=1OBY-Pk5hkcVBX1dRBOeLI4e4OCvqJRnH) and [MAFA face](https://imsg.ac.cn/research/maskedface.html) dataset. The [MAFA](https://imsg.ac.cn/research/maskedface.html) data was converted to pascal-VOC format and merged into the [wider_face_add_lm_10_10](https://drive.google.com/open?id=1OBY-Pk5hkcVBX1dRBOeLI4e4OCvqJRnH).
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The main contribution of this project is to provide balanced facial training data combining the [wider_face_add_lm_10_10](https://drive.google.com/open?id=1OBY-Pk5hkcVBX1dRBOeLI4e4OCvqJRnH) and [MAFA face](https://imsg.ac.cn/research/maskedface.html) dataset. The [MAFA](https://imsg.ac.cn/research/maskedface.html) data was converted to pascal-VOC format and merged into the [wider_face_add_lm_10_10](https://drive.google.com/open?id=1OBY-Pk5hkcVBX1dRBOeLI4e4OCvqJRnH).
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## About the WIDER_MAFA_Balanced dataset
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The *Wider_MAFA_Balanced* dataset (**4.8GB**) can be downloaded at [HPI owncloud](https://owncloud.hpi.de/s/L4MUGqrpeENLbSv).
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MAFA face| masked_face | 15542 | 3922 | 19464 |
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Wider face| face | 12859 | 3219 | 16078 |
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*MAFA human body* | face | 2683 | 0 |2683
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*MAFA human body* indicates the extracted training samples with human body occlusions.
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I use this script for converting MAFA data format to pascal VOC:
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