Dataset Versions
Versions
train16
v17
· a month ago
2024-10-11 1:14pm
v16
· a month ago
2024-10-11 1:12pm
v15
· a month ago
2024-10-11 11:38am
v14
· a month ago
2024-10-10 7:38pm
v13
· a month ago
2024-10-10 5:58pm
v12
· a month ago
2024-10-10 4:18pm
v11
· a month ago
2024-10-10 3:14pm
v10
· a month ago
2024-10-10 11:18am
v9
· 2 months ago
2024-10-09 3:25pm
v8
· 2 months ago
2024-10-09 3:19pm
v7
· 2 months ago
2024-10-08 11:31pm
v6
· 2 months ago
2024-10-08 11:28pm
v5
· 2 months ago
2024-10-08 11:25pm
v4
· 2 months ago
2024-10-08 10:37am
v3
· 2 months ago
2024-10-08 10:36am
v2
· 2 months ago
2024-10-07 6:54pm
v1
· 2 months ago
v13
2024-10-10 7:38pm
Generated on Oct 10, 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.
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651 Total Images
View All Images
Dataset Split
Train Set 90%
588Images
Valid Set 5%
34Images
Test Set 4%
29Images
Preprocessing
Auto-Orient: Applied
Static Crop: 16-88% Horizontal Region, 10-88% Vertical Region
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -30% and +30%
Exposure: Between -15% and +15%