Dataset Versions
Versions
run14
v14
· 10 hours ago
2024-11-08 2:13am
v13
· 10 hours ago
run13
v12
· a day ago
run10
v11
· 2 days ago
run9
v10
· 3 days ago
run8
v9
· 3 days ago
run7
v8
· 8 days ago
run6
v7
· 9 days ago
run5
v6
· 21 days ago
run4
v5
· a month ago
run3
v4
· a month ago
run2
v3
· a month ago
2024-10-04 2:51am
v2
· a month ago
v12
run13
Generated on Nov 7, 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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4013 Total Images
View All Images
Dataset Split
Train Set 92%
3705Images
Valid Set 6%
227Images
Test Set 2%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%