Dataset Versions
Versions
2024-06-03 11:16am
v10
· 6 months ago
2024-04-17 11:29am
v9
· 7 months ago
2024-02-20 10:44am
v8
· 9 months ago
2024-02-19 6:08pm
v7
· 9 months ago
2024-02-19 3:20pm
v6
· 9 months ago
2024-02-04 11:18am
v5
· 10 months ago
2024-01-31 4:31pm
v4
· 10 months ago
2023-12-01 10:37am
v3
· a year ago
2023-12-01 10:30am
v2
· a year ago
2023-10-03 3:53pm
v1
· a year ago
v10
2024-06-03 11:16am
Generated on Jun 3, 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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3627 Total Images
View All Images
Dataset Split
Train Set 88%
3174Images
Valid Set 8%
302Images
Test Set 4%
151Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Exposure: Between -8% and +8%
Blur: Up to 0.8px