skainet-data-simple/sk.ainet.data.cifar10/CIFAR10LoaderCommon

CIFAR10LoaderCommon

abstract class CIFAR10LoaderCommon(val config: CIFAR10LoaderConfig) : CIFAR10Loader(source)

Abstract base class for CIFAR-10 loaders that implements common functionality.

CIFAR-10 binary format:

Each image is stored as: 1 byte label + 3072 bytes pixel data
Pixel data is in channel-first format: 1024 red + 1024 green + 1024 blue
Training data is split across 5 batch files (10,000 images each)
Test data is in a single batch file (10,000 images)

Inheritors

CIFAR10LoaderAndroid

CIFAR10LoaderIos

CIFAR10LoaderJs

CIFAR10LoaderJvm

CIFAR10LoaderLinux

CIFAR10LoaderMacos

CIFAR10LoaderWasmJs

Constructors

CIFAR10LoaderCommon

constructor(config: CIFAR10LoaderConfig)

Properties

val config: CIFAR10LoaderConfig

The configuration for the CIFAR-10 loader.

Functions

open suspend override fun loadTestData(): CIFAR10Dataset

Loads the CIFAR-10 test dataset.

loadTrainingData

open suspend override fun loadTrainingData(): CIFAR10Dataset

Loads the CIFAR-10 training dataset by combining all 5 training batches.