Dataset Versions
Versions
2024-03-02 12:17am
v15
· 9 months ago
2024-03-02 12:17am
v14
· 9 months ago
2024-02-17 9:24pm
v13
· 9 months ago
2024-02-07 10:39pm
v12
· 9 months ago
2024-01-17 2:58pm
v11
· 10 months ago
2024-01-15 7:50pm
v10
· 10 months ago
2024-01-14 8:33pm
v9
· 10 months ago
2024-01-09 12:39pm
v8
· 10 months ago
2024-01-06 9:33pm
v7
· 10 months ago
2024-01-06 8:27pm
v6
· 10 months ago
2024-01-06 8:20pm
v5
· 10 months ago
2024-01-05 7:58pm
v4
· 10 months ago
2024-01-05 4:01pm
v3
· 10 months ago
2024-01-05 2:35pm
v2
· 10 months ago
2024-01-03 8:55pm
v1
· 10 months ago
v13
2024-02-17 9:24pm
Generated on Feb 17, 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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8900 Total Images
View All Images
Dataset Split
Train Set 90%
7986Images
Valid Set 7%
656Images
Test Set 3%
258Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±12° Horizontal, ±6° Vertical
Saturation: Between -15% and +15%
Brightness: Between -22% and +22%
Blur: Up to 1.4px
Noise: Up to 0.1% of pixels
Bounding Box: Noise: Up to 0.5% of pixels