Masked People Identity Recognition Image Dataset
Versions
2023-09-02 4:08pm
v17
· 10 months ago
2023-09-02 2:48pm
v16
· 10 months ago
2023-08-10 12:50pm
v15
· a year ago
2023-08-08 7:23pm
v13
· a year ago
2023-08-01 9:54pm
v12
· a year ago
2023-07-28 9:57pm
v11
· a year ago
2023-07-28 8:30pm
v10
· a year ago
v8
v8
· a year ago
masked-people-identity
v1
· a year ago
v10
2023-07-28 8:30pm
Generated on Jul 28, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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2243 Total Images
View All Images
Dataset Split
Train Set 82%
1848Images
Valid Set 6%
142Images
Test Set 11%
253Images
Preprocessing
Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.
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