Dataset Versions
Versions
2024-07-22 6:13am
v31
· 5 months ago
2024-07-05 9:48pm
v30
· 6 months ago
2024-07-05 8:21am
v29
· 6 months ago
2024-07-04 9:54am
v28
· 6 months ago
2024-07-04 9:31am
v27
· 6 months ago
2024-07-02 7:31pm
v25
· 6 months ago
worker - guard - breathalyzer AUGMENTED
v8
· 6 months ago
worker - guard AUGMENTED
v7
· 6 months ago
2024-06-14 5:47am
v1
· 6 months ago
v27
2024-07-04 9:31am
Generated on Jul 4, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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
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3512 Total Images
View All Images
Dataset Split
Train Set 94%
3311Images
Valid Set 4%
134Images
Test Set 2%
67Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Mosaic: Applied