CoralReef_Species Image Dataset
Versions
2024-04-24 1:44pm
v21
Apr 24, 2024
augmented_CaulastreaCR2
v20
Apr 16, 2024
augmented_AcanthophylliaCR_DS2
v19
Apr 16, 2024
augmented_BranchCR_DS2
v18
Apr 16, 2024
augmented_bushyCR_DS2
v17
Apr 16, 2024
augmented_CynarinaCR
v16
Apr 16, 2024
augmented_CaulastreaCR
v15
Apr 16, 2024
augmented_AcanthophylliaCR_DS
v14
Apr 16, 2024
augmented_bushyCR_DS
v13
Apr 16, 2024
augmented_BranchCR_DS
v12
Apr 16, 2024
2024-04-15 12:48pm
v11
Apr 15, 2024
AllDeadCoralReef_WithoutAugment
v10
Mar 21, 2024
2024-03-16 1:51am
v9
Mar 15, 2024
2024-03-15 8:14pm
v8
Mar 15, 2024
2024-03-14 10-36pm-BleachedExtra
v7
Mar 14, 2024
Bleach2
v6
Mar 14, 2024
2024-03-14 2:47am
v5
Mar 13, 2024
2024-03-13 11-35pm-Augmented Dead Coral Reef Extra3
v4
Mar 13, 2024
2024-03-13 9-51pm-Augmented Dead Coral Reef Extra2
v3
Mar 13, 2024
2024-03-12 8-48pm- Augmented Dead Coral Reef
v2
Mar 12, 2024
Bleach1
v1
Mar 10, 2024
v13
augmented_bushyCR_DS
Generated on Apr 16, 2024
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.
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212 Total Images
View All Images
Dataset Split
Train Set 88%
186Images
Valid Set 8%
17Images
Test Set 4%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
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