Microfluidics Testing Set 2 Image Dataset
v5
2021-10-02 6:15pm
Generated on Oct 2, 2021
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TXT annotations and YAML config used with YOLOv9.
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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.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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2307 Total Images
View All Images
Dataset Split
Train Set 88%
2019Images
Valid Set 8%
192Images
Test Set 4%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Brightness: Between 0% and +25%
Blur: Up to 3px
Bounding Box: Brightness: Between 0% and +10%
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