Underwater Species Detection on BRUVs Image Dataset
v3
2023-06-13 4:27pm
Generated on Jun 13, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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YOLOv7
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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
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822 Total Images
View All Images
Dataset Split
Train Set 71%
582Images
Valid Set 20%
167Images
Test Set 9%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
No augmentations were applied.
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