Dataset Versions
Versions
2023-04-12 11:16am
v15
· 2 years ago
2023-03-13 12:32pm
v9
· 2 years ago
2023-03-13 12:28pm
v8
· 2 years ago
2023-03-13 12:04pm
v7
· 2 years ago
2023-03-09 11:22am
v6
· 2 years ago
2023-03-04 2:32am
v5
· 2 years ago
2023-03-04 2:07am
v4
· 2 years ago
2023-02-18 10:14pm
v2
· 2 years ago
2023-02-18 8:37pm
v1
· 2 years ago
v4
2023-03-04 2:07am
Generated on Mar 3, 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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3832 Total Images
View All Images
Dataset Split
Train Set 90%
3450Images
Valid Set 6%
227Images
Test Set 4%
155Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -12% and +12%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels