Dataset Versions
Versions
2023-07-21 6:45pm
v9
· a year ago
2023-07-21 1:01pm
v8
· a year ago
2023-07-21 12:58pm
v7
· a year ago
2023-07-21 12:40pm
v6
· a year ago
2023-07-21 12:27pm
v5
· a year ago
2023-07-19 6:22pm
v4
· a year ago
2023-07-19 1:19pm
v3
· a year ago
2023-07-19 1:17pm
v2
· a year ago
2023-07-19 1:02pm
v1
· a year ago
v7
2023-07-21 12:58pm
Generated on Jul 21, 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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8282 Total Images
View All Images
Dataset Split
Train Set 89%
7374Images
Valid Set 7%
589Images
Test Set 4%
319Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±20° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%