testpublic

banana

Object Detection

banana Image Dataset

v6

2022-05-11 10:29pm

Generated on May 11, 2022

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Dataset Split

Train Set 100%
162Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Shear: ±15° Horizontal, ±25° Vertical
Grayscale: Apply to 42% of images
Hue: Between -51° and +51°
Saturation: Between -39% and +39%
Brightness: Between -25% and +25%
Exposure: Between -59% and +59%
Blur: Up to 10px
Noise: Up to 6% of pixels
Cutout: 3 boxes with 21% size each
Mosaic: Applied
Bounding Box: Flip: Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down