Mask-Detection-YOLOv8 Image Dataset
Versions
2023-12-09 7:36pm
v17
Dec 9, 2023
2023-11-09 12:30pm
v16
Nov 9, 2023
2023-11-08 9:57am
v15
Nov 8, 2023
2023-11-07 12:49pm
v14
Nov 7, 2023
2023-11-05 7:48pm
v13
Nov 5, 2023
2023-11-04 11:22pm
v12
Nov 4, 2023
2023-11-03 8:52pm
v11
Nov 3, 2023
2023-11-03 8:38pm
v10
Nov 3, 2023
2023-11-02 6:06pm
v9
Nov 2, 2023
2023-11-02 5:50pm
v8
Nov 2, 2023
2023-11-02 1:51pm
v7
Nov 2, 2023
2023-10-28 6:02pm
v1
Oct 28, 2023
v16
2023-11-09 12:30pm
Generated on Nov 9, 2023
Popular Download Formats
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.
Other Formats
Choose another format.
4547 Total Images
View All ImagesDataset Split
Train Set 74%
3384Images
Valid Set 13%
593Images
Test Set 13%
570Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±20° Vertical
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 3px
Mosaic: Applied
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