test

pneumatic_syn

Object Detection

pneumatic_syn Image Dataset

v5

syn_full_aug_4_v7

Generated on Feb 7, 2024

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Dataset Split

Train Set 91%
2382Images
Valid Set 9%
227Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 1px
Noise: Up to 0.5% of pixels
Mosaic: Applied
LF1
SG
hole
3320 images
lf6
hole
200 images
fvt
mechanical-parts
720 images
hole-fillet-chamfer
62 images