Dataset Versions
Versions
adaptive_histogram
v10
· 7 months ago
no-augment
v9
· 7 months ago
640-striped-updated
v8
· 7 months ago
ab-defect-striped
v7
· 7 months ago
2024-05-19 6:41pm
v6
· 7 months ago
2024-05-19 6:12pm
v4
· 7 months ago
ab-defect-updated
v3
· 7 months ago
ab-defect-no-grayscale
v2
· 7 months ago
ab-defect
v1
· 7 months ago
v8
640-striped-updated
Generated on May 21, 2024
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1187 Total Images
View All Images
Dataset Split
Train Set 82%
978Images
Valid Set 12%
140Images
Test Set 6%
69Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Blur: Up to 3px