Dataset Versions
Versions
2024-07-24 8:12pm
v10
· 5 months ago
2024-07-24 8:10pm
v9
· 5 months ago
2024-07-24 1:02pm
v8
· 5 months ago
2024-07-24 11:49am
v7
· 5 months ago
2024-07-23 10:06am
v6
· 5 months ago
2024-07-22 4:14pm
v5
· 5 months ago
04
v4
· 5 months ago
03
v3
· 5 months ago
02
v2
· 5 months ago
2024-07-19 12:53pm
v1
· 5 months ago
v10
2024-07-24 8:12pm
Generated on Jul 24, 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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492 Total Images
View All Images
Dataset Split
Train Set 91%
447Images
Valid Set 5%
25Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each