Dataset Versions
Versions
2023-09-04 7:30pm
v15
· a year ago
2023-09-01 2:03am
v14
· a year ago
2023-08-31 3:04pm
v13
· a year ago
2023-08-31 12:01pm
v12
· a year ago
2023-08-31 12:00pm
v11
· a year ago
2023-08-30 7:16pm
v10
· a year ago
2023-08-30 1:27pm
v9
· a year ago
2023-08-30 1:29am
v8
· a year ago
2023-08-30 12:19am
v7
· a year ago
2023-08-29 2:15am
v6
· a year ago
2023-08-27 11:07pm
v5
· a year ago
2023-08-26 10:48am
v4
· a year ago
2023-08-23 5:30pm
v3
· a year ago
2023-08-22 4:47pm
v2
· a year ago
2023-08-22 3:21pm
v1
· a year ago
v13
2023-08-31 3:04pm
Generated on Aug 31, 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.
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978 Total Images
View All ImagesDataset Split
Train Set 88%
861Images
Valid Set 8%
80Images
Test Set 4%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Cutout: 5 boxes with 3% size each
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical