Dataset Versions
Versions
2023-03-24 1:27am
v13
· 2 years ago
2023-03-21 2:25am
v12
· 2 years ago
2023-02-27 12:31pm
v11
· 2 years ago
2023-02-26 7:07pm
v10
· 2 years ago
2023-02-26 4:24pm
v9
· 2 years ago
2023-02-23 7:42pm
v8
· 2 years ago
2023-01-28 4:24pm
v3
· 2 years ago
2023-01-27 8:28pm
v2
· 2 years ago
2023-01-25 7:57pm
v1
· 2 years ago
v12
2023-03-21 2:25am
Generated on Mar 20, 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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7529 Total Images
View All Images
Dataset Split
Train Set 88%
6588Images
Valid Set 8%
636Images
Test Set 4%
305Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 5 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -22° and +22°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -40% and +40%