Dataset Versions
Versions
Current No Augmentation 08-13
v46
· 3 months ago
Current 08-09
v45
· 3 months ago
2024-08-09 2:01pm
v44
· 3 months ago
Current 08-06
v43
· 3 months ago
Dataset Refined - 08-05
v41
· 3 months ago
Augmented No Lifeguard or Rescued - 08-04
v40
· 3 months ago
No Augmentation - No Lifeguard or Rescued - 08-01
v37
· 3 months ago
No Augmentation - 08-01
v36
· 3 months ago
Combined - 07-31
v35
· 3 months ago
Combined - 07-30
v32
· 3 months ago
No Augmentation
v29
· 3 months ago
Cut at Edges
v28
· 3 months ago
Current Rebalanced - 07-17
v25
· 4 months ago
Current not rebalanced - 07-16
v21
· 4 months ago
Old - 07-12
v16
· 4 months ago
Old - 07-01
v14
· 4 months ago
Old - 06-30
v13
· 4 months ago
Old - 06-29
v12
· 4 months ago
v28
Cut at Edges
Generated on Jul 23, 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
Choose another format.
696 Total Images
View All Images
Dataset Split
Train Set 82%
570Images
Valid Set 9%
63Images
Test Set 9%
63Images
Preprocessing
Auto-Orient: Applied
Static Crop: 47-100% Horizontal Region, 37-100% Vertical Region
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%