Dataset Versions
Versions
BDS 2 1000
v15
· 10 months ago
BDS 2 640
v14
· 10 months ago
BDS 2 400
v13
· 10 months ago
BDS 1 1000
v11
· 10 months ago
BDS 1 400
v10
· 10 months ago
BDS 1 640
v9
· 10 months ago
2024-01-13 5:31pm
v8
· 10 months ago
BDS 0 1000
v7
· 10 months ago
BDS 0 640
v6
· 10 months ago
BDS 0 400
v5
· 10 months ago
2023-12-29 1-22pm_v4
v4
· a year ago
2023-12-29 1:19pm
v3
· a year ago
Images - with null
v2
· a year ago
Images - without null
v1
· a year ago
v14
BDS 2 640
Generated on Jan 13, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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54 Total Images
View All Images
Dataset Split
Train Set 59%
32Images
Valid Set 28%
15Images
Test Set 13%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down