Dataset Versions
Versions
2024-03-15 11:50am
v13
· 9 months ago
2024-02-19 5:06pm
v12
· 10 months ago
2023-11-28 4:07pm
v11
· a year ago
2023-11-27 1:29am
v10
· a year ago
2023-11-27 1:23am
v9
· a year ago
2023-11-21 5:02pm
v8
· a year ago
2023-11-20 8:13pm
v7
· a year ago
2023-11-20 5:38pm
v6
· a year ago
2023-11-20 4:24pm
v5
· a year ago
2023-11-13 2:44pm
v1
· a year ago
v10
2023-11-27 1:29am
Generated on Nov 26, 2023
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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3609 Total Images
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Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 70% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Blur: Up to 2.5px
Cutout: 25 boxes with 5% size each