Test - Catalyst.DL: segmentations with SMP and albumentations

This example of Config API for PyConBY'20

Requirements

Install additional packages: albumentations and smp

pip install -U catalyst[cv] # for bash

pip install -U "catalyst[cv]" # for zsh

Get dataset

download-gdrive 1iYaNijLmzsrMlAdMoUEhhJuo-5bkeAuj segmentation_data.zip
extract-archive segmentation_data.zip

OR if you have some troubles load it manualy: https://drive.google.com/open?id=1iYaNijLmzsrMlAdMoUEhhJuo-5bkeAuj

Local run

catalyst-dl run --configs ./config.yml ./transforms.yml --verbose

Training visualization

For tensorboard visualization use

tensorboard --logdir=<logdir>