Dataset Versions
Versions
Dataset 1.10 Stanley-25 null- exposer- cut outs-
v23
· 2 years ago
Dataset 1.9 Stanley-100 null-
v22
· 2 years ago
Dataset Stanley-New dataset-
v21
· 2 years ago
Noah M 1.7
v20
· 2 years ago
Dataset 1.6 Stanley-2x2-
v18
· 2 years ago
Dataset 1.5 Stanley-null 100-
v17
· 2 years ago
Dataset 1.4 Stanley-crop 49-
v16
· 2 years ago
Dataset 1.3 Stanley
v15
· 2 years ago
Dataset 1.1 - Adrian
v13
· 2 years ago
Dataset 1.1 Stanley
v11
· 2 years ago
Dataset 1.0 - Adrian
v9
· 2 years ago
Dataset 1.1 - Tyler
v8
· 2 years ago
Dataset 1.0 - Kasra
v6
· 2 years ago
Dataset 1.0
v5
· 2 years ago
2022-07-01 2:20pm
v4
· 2 years ago
2022-07-01 11:26am
v3
· 2 years ago
FraXrAI dataset
v2
· 2 years ago
2022-07-01 11:24am
v1
· 2 years ago
v6
Dataset 1.0 - Kasra
Generated on Jul 7, 2022
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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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448 Total Images
View All Images
Dataset Split
Train Set 87%
390Images
Valid Set 7%
31Images
Test Set 6%
27Images
Preprocessing
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -22° and +22°
Shear: ±24° Horizontal, ±24° Vertical
Blur: Up to 1px
Noise: Up to 3% of pixels
Cutout: 2 boxes with 26% size each
Bounding Box: Brightness: Between -16% and +16%