Masked People Identity Recognition Image Dataset
Versions
v17
2023-09-02 4:08pm
Generated on Sep 2, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1681 Total Images
View All Images
Dataset Split
Train Set 56%
948Images
Valid Set 8%
133Images
Test Set 36%
600Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Mosaic: Applied
Face
170 images
mask
79 images
Face
26 images
withmask-withoutmask-maskworn
1315 images
face
1022 images