reef Image Dataset
Versions!
2023-04-05 2:29pm
v10
· a year ago
301
2023-04-04 11:17pm
v9
· a year ago
278
1280x1280
Fit (black edges) in
2023-03-24 11:51am
v8
· a year ago
159
1280x1280
Fit (black edges) in
2023-03-24 11:39am
v7
· a year ago
435
1280x1280
Fit (black edges) in
2023-03-23 9:36am
v6
· a year ago
1908
Fast
COCOv6n
2023-03-22 6:56pm
v5
· a year ago
138
1280x1280
Fit (reflect edges) in
2023-03-22 6:49pm
v4
· a year ago
138
1280x1280
Fit (reflect edges) in
2023-03-22 2:57pm
v3
· a year ago
138
1280x1280
Fit (reflect edges) in
2023-03-21 10:13pm
v2
· a year ago
134
1280x1280
Fit (reflect edges) in
2023-03-21 4:31pm
v1
· a year ago
45
640x640
Fit within
v10
2023-04-05 2:29pm
Generated on Apr 5, 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.
301 Total Images
View All ImagesDataset Split
Train Set 91%
273Images
Valid Set 9%
27Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Modify Classes: 65 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -20° and +20°
Saturation: Between -51% and +51%
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