Dataset Versions
Versions
2023-06-21 10:31am
v12
· 2 years ago
2023-06-16 6:52pm
v11
· 2 years ago
2023-06-13 7:52am
v10
· 2 years ago
2023-06-09 3:55pm
v9
· 2 years ago
2023-05-31 4:56pm
v8
· 2 years ago
2023-05-30 4:33pm
v7
· 2 years ago
2023-05-28 8:54pm
v6
· 2 years ago
2023-05-28 6:13pm
v5
· 2 years ago
2023-05-28 5:46pm
v4
· 2 years ago
2023-05-28 3:09pm
v3
· 2 years ago
2023-05-27 9:11pm
v2
· 2 years ago
2023-05-27 3:28pm
v1
· 2 years ago
v12
2023-06-21 10:31am
Generated on Jun 21, 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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8392 Total Images
View All Images
Dataset Split
Train Set 87%
7314Images
Valid Set 8%
686Images
Test Set 5%
392Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%