Dataset Versions
Versions
2024-07-04 9:46pm
v11
· 5 months ago
2024-07-01 8:37pm
v10
· 6 months ago
2024-07-01 5:16pm
v9
· 6 months ago
2024-07-01 9:13am
v8
· 6 months ago
2024-07-01 9:03am
v7
· 6 months ago
2024-03-02 3:37pm
v6
· 10 months ago
640-obb-stage1
v5
· 3 years ago
1088-obb-full
v4
· 3 years ago
640-aabb-stage1
v2
· 3 years ago
640-obb-stage1-simple
v1
· 3 years ago
v11
2024-07-04 9:46pm
Generated on Jul 4, 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.
Other Formats
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3403 Total Images
View All Images
Dataset Split
Train Set 86%
2940Images
Valid Set 9%
312Images
Test Set 4%
151Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 0 remapped, 24 dropped
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Exposure: Between -13% and +13%
Blur: Up to 2px
Noise: Up to 1% of pixels
Bounding Box: Noise: Up to 1.01% of pixels