Dataset Versions
Versions
370-370AugImageLvlOnlyNoShapeChange
v11
· a year ago
3by3tiled
v10
· a year ago
v7_augmented
v9
· a year ago
370histogram_equalization
v8
· a year ago
370images
v7
· a year ago
Aug500
v6
· a year ago
500images
v5
· a year ago
2023-11-26 5:41pm
v4
· a year ago
2023-11-20 2:44pm
v2
· a year ago
2023-11-20 2:09pm
v1
· a year ago
v2
2023-11-20 2:44pm
Generated on Nov 20, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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370 Total Images
View All Images
Dataset Split
Train Set 88%
324Images
Valid Set 8%
31Images
Test Set 4%
15Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 78% Maximum Zoom
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -70% and +70%
Blur: Up to 2.5px
Noise: Up to 25% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical