Dataset Versions
Versions
2023-12-19 6:05pm
v14
· a year ago
2023-12-19 3:29pm
v13
· a year ago
2023-12-19 11:59am
v12
· a year ago
2023-12-18 7:38pm
v10
· a year ago
sieun1
v9
· a year ago
2023-12-16 6:48pm
v8
· a year ago
2023-12-16 6:02pm
v7
· a year ago
2023-12-16 5:45pm
v6
· a year ago
NoCrop.ReflectEdge.8080
v5
· a year ago
NoCrop.ReflectEdge.6464
v4
· a year ago
2023-12-14 3:20pm
v3
· a year ago
2023-12-14 2:43pm
v2
· a year ago
2023-11-29 7:01pm
v1
· a year ago
v4
NoCrop.ReflectEdge.6464
Generated on Dec 15, 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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4151 Total Images
View All Images
Dataset Split
Train Set 89%
3678Images
Valid Set 8%
322Images
Test Set 4%
151Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±17° Horizontal, ±17° Vertical
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 1% of pixels