Dataset Versions
Versions
2021-12-14 3:46am
v17
· 3 years ago
abc
v16
· 3 years ago
2021-12-12 9:21am
v15
· 3 years ago
2021-12-12 9:18am
v14
· 3 years ago
Person
v13
· 3 years ago
2021-12-08 11:36pm
v12
· 3 years ago
2021-12-08 8:45pm
v11
· 3 years ago
2021-12-08 8:40pm
v10
· 3 years ago
2021-12-08 8:35pm
v9
· 3 years ago
2021-12-08 8:30pm
v8
· 3 years ago
2021-12-08 8:24pm
v7
· 3 years ago
2021-12-08 8:19pm
v6
· 3 years ago
2021-12-08 8:07pm
v5
· 3 years ago
Boats-annotated
v4
· 3 years ago
Boat-PadelBoat-Sailboat added
v3
· 3 years ago
2021-12-08 5:23pm
v2
· 3 years ago
SwimmerClassAdded
v1
· 3 years ago
v15
2021-12-12 9:21am
Generated on Dec 12, 2021
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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5513 Total Images
View All Images
Dataset Split
Train Set 86%
4767Images
Valid Set 8%
462Images
Test Set 5%
284Images
Preprocessing
Resize: Stretch to 416x416
Modify Classes: 6 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -100° and +100°
Saturation: Between -50% and +50%
Exposure: Between -25% and +25%
Noise: Up to 7% of pixels