Dataset Versions
Versions
adaptive_histogram
v10
· 6 months ago
no-augment
v9
· 6 months ago
640-striped-updated
v8
· 6 months ago
ab-defect-striped
v7
· 6 months ago
2024-05-19 6:41pm
v6
· 6 months ago
2024-05-19 6:12pm
v4
· 6 months ago
ab-defect-updated
v3
· 6 months ago
ab-defect-no-grayscale
v2
· 6 months ago
ab-defect
v1
· 6 months ago
v3
ab-defect-updated
Generated on May 16, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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2169 Total Images
View All Images
Dataset Split
Train Set 90%
1960Images
Valid Set 6%
140Images
Test Set 3%
69Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Blur: Up to 2.5px