Dainius

smdComponents

Object Detection

smdComponents Image Dataset

v4

RoboflowTrainFromChkpt-ACCURATE-model

Generated on Jun 2, 2022

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Dataset Split

Train Set 92%
7191Images
Valid Set 4%
300Images
Test Set 4%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Upside Down
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Cutout: 3 boxes with 10% size each