Dataset Versions
Versions
2024-02-06 6:21pm
v13
· a year ago
2024-02-06 6:00pm
v12
· a year ago
23 shear 21 34
v11
· a year ago
23 rotate 45 deg
v10
· a year ago
23 rotate 90 deg
v9
· a year ago
23 mix
v8
· a year ago
9 image rotate 45 deg and clock anti clock
v7
· a year ago
rotateright
v6
· a year ago
rotateright
v5
· a year ago
flip
v3
· a year ago
2
v2
· a year ago
1
v1
· a year ago
v13
2024-02-06 6:21pm
Generated on Feb 6, 2024
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.
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56 Total Images
View All Images
Dataset Split
Train Set 91%
51Images
Valid Set 5%
3Images
Test Set 4%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±30° Horizontal, ±39° Vertical
Noise: Up to 0.1% of pixels