Oyster NorthSea_IP project Image Dataset
Versions
2024-06-26 11:54pm
v14
· 5 days ago
2024-06-26 10:42pm
v13
· 5 days ago
2024-06-25 8:14pm
v11
· 6 days ago
2024-06-20 4:31pm
v9
· 12 days ago
2024-06-20 4:10pm
v8
· 12 days ago
2024-06-20 3:35pm
v7
· 12 days ago
2024-06-16 12:03am
v5
· 16 days ago
2024-06-12 6:42pm
v4
· 20 days ago
2024-06-10 8:27pm
v3
· 21 days ago
2024-06-08 6:40pm
v2
· 24 days ago
2024-06-07 3:09pm
v1
· 25 days ago
v13
2024-06-26 10:42pm
Generated on Jun 26, 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.
Other Formats
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1652 Total Images
View All Images
Dataset Split
Train Set 88%
1452Images
Valid Set 8%
132Images
Test Set 4%
68Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 3.6px
Noise: Up to 0.1% of pixels
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