Roboflow Universe Projects

Fall Detection

Object Detection

Fall Detection Image Dataset

v4

resized640_aug3x-ACCURATE

Generated on Dec 2, 2022

Popular Download Formats

Dataset Split

Train Set 88%
9444Images
Valid Set 8%
899Images
Test Set 4%
450Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 0.75px
Cutout: 5 boxes with 3% size each