Dataset Versions
Versions
2024-08-04 2:42am
v16
· 5 months ago
2024-07-24 7:12pm
v15
· 5 months ago
2024-07-24 6:55pm
v14
· 5 months ago
2024-07-24 6:38pm
v13
· 5 months ago
2024-07-20 12:59am
v12
· 5 months ago
2024-07-20 12:53am
v11
· 5 months ago
2024-07-20 12:06am
v10
· 5 months ago
2024-07-19 11:58pm
v9
· 5 months ago
2024-07-19 10:43pm
v8
· 5 months ago
2024-07-19 10:08pm
v7
· 5 months ago
2024-07-19 9:18pm
v6
· 5 months ago
2024-07-18 1:47am
v5
· 5 months ago
2024-07-17 9:42pm
v2
· 5 months ago
2024-07-17 7:32pm
v1
· 5 months ago
v2
2024-07-17 9:42pm
Generated on Jul 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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6364 Total Images
View All Images
Dataset Split
Train Set 85%
5436Images
Valid Set 10%
632Images
Test Set 5%
296Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 100x200
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Noise: Up to 0.1% of pixels