reef Image Dataset
Versions
2023-04-05 2:29pm
v10
· a year ago
2023-04-04 11:17pm
v9
· a year ago
2023-03-24 11:51am
v8
· a year ago
2023-03-24 11:39am
v7
· a year ago
2023-03-23 9:36am
v6
· a year ago
2023-03-22 6:56pm
v5
· a year ago
2023-03-22 6:49pm
v4
· a year ago
2023-03-22 2:57pm
v3
· a year ago
2023-03-21 10:13pm
v2
· a year ago
2023-03-21 4:31pm
v1
· a year ago
v6
2023-03-23 9:36am
Generated on Mar 23, 2023
Popular Download Formats
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.
1908 Total Images
View All Images
Dataset Split
Train Set 87%
1656Images
Valid Set 8%
144Images
Test Set 6%
108Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 1280x1280
Tile: 4 rows x 3 columns
Modify Classes: 33 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -39° and +39°
Saturation: Between -74% and +74%
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