Dataset Versions
Versions
2023-05-27 5:22pm
v10
· 2 years ago
2023-05-27 5:16pm
v9
· 2 years ago
2023-05-27 4:44pm
v8
· 2 years ago
2023-05-27 4:33pm
v7
· 2 years ago
2023-05-27 4:32pm
v6
· 2 years ago
2023-05-27 4:31pm
v5
· 2 years ago
2023-05-27 4:30pm
v4
· 2 years ago
2023-05-27 4:29pm
v3
· 2 years ago
2023-05-27 2:45pm
v2
· 2 years ago
v10
2023-05-27 5:22pm
Generated on May 27, 2023
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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5864 Total Images
View All Images
Dataset Split
Train Set 82%
4800Images
Valid Set 14%
832Images
Test Set 4%
232Images
Preprocessing
Auto-Orient: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Saturation: Between -15% and +15%
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Exposure: Between -15% and +15%