Dataset Versions
Versions
2022-07-18 12:54pm
v13
· 3 years ago
Roboflow Train Example
v12
· 3 years ago
2022-02-23 1:18pm - for Fast
v11
· 3 years ago
No greyscale- boats only
v10
· 3 years ago
2022-02-04 9:46am
v9
· 3 years ago
2022-02-03 3:24pm
v8
· 3 years ago
2022-01-28 9:44am
v7
· 3 years ago
2022-01-27 12:54pm
v6
· 3 years ago
2022-01-27 12:37pm
v5
· 3 years ago
2022-01-27 10:49am
v4
· 3 years ago
2022-01-26 5:40pm
v3
· 3 years ago
2022-01-26 11:03am
v1
· 3 years ago
v4
2022-01-27 10:49am
Generated on Jan 27, 2022
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.
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387 Total Images
View All Images
Dataset Split
Train Set 92%
355Images
Valid Set 4%
16Images
Test Set 4%
16Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each