Dataset Versions
Versions
2022-06-10 1:36am
v25
· 2 years ago
All pointers marked
v24
· 2 years ago
more pointers and arrows
v23
· 2 years ago
77 img no pointer
v21
· 3 years ago
some missing arrow labels
v19
· 3 years ago
no aug no pointers
v18
· 3 years ago
aug no pointers
v17
· 3 years ago
large but low arrows - no aug
v15
· 3 years ago
circle and arrow - no aug
v14
· 3 years ago
shapes and arrows
v13
· 3 years ago
square -- circle - triangle removed
v11
· 3 years ago
turbo augmented
v10
· 3 years ago
yolo
v9
· 3 years ago
augmented
v8
· 3 years ago
v13
shapes and arrows
Generated on Dec 2, 2021
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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55 Total Images
View All Images
Dataset Split
Train Set 87%
48Images
Valid Set 7%
4Images
Test Set 5%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 6 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±6° Horizontal, ±6° Vertical