crayimage

A toolkit for image manipulation for the Cosmis RAYs Found In Smartphones experiment.

Content

IO utils

Utils manipulate with collections of images (runs).

IMG utils

Fast image manipulation utils (with critical parts accelerated by Cython).

Hot-pixel suppression

• a EM-like method for hot-pixel removal;
• learnable distance function for the EM-like hot-pixel suppression (in progress);
• Bayesian inference for hot-pixel suppression;
• test data generation utils.

Hit detection

A hit extraction method, the TrackNN, a CNN-based method.

Monte-Carlo adjustment

Transformation Adversarial Network for learning transition from Monte-Carlo simulation to real data (cooming soon).