Dataset Versions
Versions
2024-05-23 6:34pm
v12
· 7 months ago
2024-05-23 1:48pm
v11
· 7 months ago
2024-05-22 3:07pm
v10
· 7 months ago
2024-05-20 5:35pm
v9
· 7 months ago
2024-05-20 12:17pm
v8
· 7 months ago
2024-05-20 12:17pm
v7
· 7 months ago
2024-05-19 5:04pm
v6
· 7 months ago
2024-05-19 4:37pm
v5
· 7 months ago
2024-05-19 12:44pm
v4
· 7 months ago
2024-05-16 9:22pm
v3
· 7 months ago
2024-05-16 9:21am
v2
· 7 months ago
2024-05-16 9:19am
v1
· 7 months ago
v10
2024-05-22 3:07pm
Generated on May 22, 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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23413 Total Images
View All Images
Dataset Split
Train Set 93%
21825Images
Valid Set 4%
983Images
Test Set 3%
605Images
Preprocessing
Grayscale: Applied
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±7° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.8px
Noise: Up to 1.92% of pixels