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Function to load training data
Latest   Machine Learning

Function to load training data

Last Updated on July 26, 2023 by Editorial Team

Author(s): Hudson Ko

Originally published on Towards AI.

Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more.

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Photo by charlesdeluvio on Unsplash

Recently, I have been trying to build a machine learning model for image classification. Due to a lack of enough real data, I first create a python script to generate some artificial images and save them explicitly with the file names as labels.

Samples of artificial data of the Chinese character (in English, it presents the number one)

However, later on, when I try to load these data as training inputs for my machine learning model, the message of memory error pops up. You can see that… Read the full blog for free on Medium.

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