deepchecks.visionΒΆ

Package for vision functionality.

Modules

checks

Module importing all vision checks.

suites

Module contains all prebuilt vision suites.

datasets

Module containing datasets and models for vision tasks.

utils

Package for vision utilities.

Classes

VisionData

VisionData represent a base task in deepchecks.

ClassificationData

The ClassificationData class is used to load and preprocess data for a classification task.

DetectionData

The ClassificationData class is used to load and preprocess data for a object detection task.

Context

Contains all the data + properties the user has passed to a check/suite, and validates it seamlessly.

SingleDatasetCheck

Parent class for checks that only use one dataset.

TrainTestCheck

Parent class for checks that compare two datasets.

ModelOnlyCheck

Parent class for checks that only use a model and no datasets.

Suite

Tabular suite to run checks of types: TrainTestCheck, SingleDatasetCheck, ModelOnlyCheck.