Tati-tools

А set of helper functions for computer vision tasks.

Includes

• Configs parsing
• Tools for deep learning models
• Common PyTorch routines (fix random seed, load, save)
• Logging setups and examples
• Losses: Focal loss, Jaccard loss, Dice losses and combination of losses.
• Visualization of computer vision predictions
• Metrics for CV tasks
• Image, bboxes and masks helpers
• Sample datasets

Installation

pip install -U tati-tools

pip install git+https://github.com/tatigabru/tati-tools