HD-bay Dataset
Versions
2024-09-25 4:37am
v11
· 10 hours ago
2024-09-11 10:53am
v10
· 14 days ago
2024-07-12 3:50pm
v9
· 2 months ago
2024-07-03 9:47am
v8
· 3 months ago
2024-07-02 10:28am
v7
· 3 months ago
2024-07-02 9:02am
v6
· 3 months ago
2024-06-13 11:19am
v5
· 3 months ago
2024-05-28 4:29pm
v4
· 4 months ago
2024-05-23 1:43pm
v3
· 4 months ago
2024-05-23 1:03pm
v2
· 4 months ago
2024-05-23 12:45pm
v1
· 4 months ago
v9
2024-07-12 3:50pm
Generated on Jul 12, 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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637 Total Images
View All Images
Dataset Split
Train Set 88%
558Images
Valid Set 8%
53Images
Test Set 4%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 5px
Noise: Up to 2% of pixels