Dataset Versions
Versions
2024-02-20 11:29am
v9
· 9 months ago
2024-02-19 9:37pm
v8
· 9 months ago
2024-01-19 5:14pm
v7
· 10 months ago
2024-01-19 10:16am
v6
· 10 months ago
2024-01-18 3:54pm
v5
· 10 months ago
2024-01-18 12:21pm
v4
· 10 months ago
2024-01-18 12:02pm
v3
· 10 months ago
2024-01-18 11:13am
v2
· 10 months ago
2024-01-17 10:04pm
v1
· 10 months ago
v3
2024-01-18 12:02pm
Generated on Jan 18, 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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Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±8° Vertical
Brightness: Between -24% and +24%
Blur: Up to 1.5px
Noise: Up to 1.69% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Noise: Up to 0.1% of pixels