buoy Image Dataset
Versions
2023-12-06 1:57pm
v10
Dec 6, 2023
2023-12-05 5:44pm
v9
Dec 5, 2023
2023-11-09 5:12pm
v8
Nov 9, 2023
2023-05-31 5:32am
v7
May 31, 2023
2023-02-09 9:29pm
v6
Feb 10, 2023
2022-12-02 2:55pm
v5
Dec 2, 2022
2022-12-01 5:12pm
v4
Dec 1, 2022
2022-11-20 11:42pm
v3
Nov 21, 2022
2022-11-18 1:23pm
v1
Nov 18, 2022
v7
2023-05-31 5:32am
Generated on May 31, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
10194 Total Images
View All Images
Dataset Split
Train Set 87%
8891Images
Valid Set 8%
837Images
Test Set 5%
466Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 2 remapped, 3 dropped
Filter Null: Require at least 95% of images to contain annotations.
Augmentations
Outputs per training example: 3
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
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