Dataset Versions
Versions
2024-04-08 9:02am
v10
· 8 months ago
2024-01-15 8:23am
v9
· a year ago
2023-08-12 10:02am
v8
· a year ago
2023-07-05 2:40pm
v7
· a year ago
2023-06-15 2:11pm
v6
· 2 years ago
2023-06-12 1:17pm
v5
· 2 years ago
2023-06-09 2:29pm
v4
· 2 years ago
2023-06-09 1:04pm
v3
· 2 years ago
2023-05-31 2:04pm
v2
· 2 years ago
2023-05-25 10:50am
v1
· 2 years ago
v10
2024-04-08 9:02am
Generated on Apr 8, 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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1874 Total Images
View All Images
Dataset Split
Train Set 87%
1635Images
Valid Set 8%
156Images
Test Set 4%
83Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 280x280
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels