ydieh

Garbage_ydieh

Object Detection

Garbage_ydieh Image Dataset

v1

2022-07-09 8:14am

Generated on Jul 9, 2022

Popular Download Formats

Dataset Split

Train Set 88%
2112Images
Valid Set 8%
197Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 73% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Basura-en-Fuentes-de-agua
1000 images
Basura-en-fuentes-de-agua
371 images
bottles
50 images
waste
489 images