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@Thimira
Thimira / keras_bottleneck_multiclass.py
Last active April 13, 2021 05:52
Learn how to build a multi-class image classification system using bottleneck features from a pre-trained model in Keras to achieve transfer learning. Tutorial: https://www.codesofinterest.com/2017/08/bottleneck-features-multi-class-classification-keras.html
'''
Using Bottleneck Features for Multi-Class Classification in Keras
We use this technique to build powerful (high accuracy without overfitting) Image Classification systems with small
amount of training data.
The full tutorial to get this code working can be found at the "Codes of Interest" Blog at the following link,
https://www.codesofinterest.com/2017/08/bottleneck-features-multi-class-classification-keras.html
Please go through the tutorial before attempting to run this code, as it explains how to setup your training data.
@troyfontaine
troyfontaine / readme.md
Last active July 17, 2025 02:01
Resize root partition (or how to remove the default /home partition) on CentOS 7 online

Resize root partition (or how to remove the default /home partition) on CentOS 7 online

This process requires that you are able to ssh OR log in locally using the root user account and that no services be running as users out of /home on the target machine.

The examples are from a default installation with no customization-you NEED to know what you're working with for volumes/partitions to not horribly break things.

By default, CentOS 7 uses XFS for the file system and Logical Volume Manager (LVM), creating 3 partitions: /,/home and swap.

NOTE: If you want to be sure that nothing is writing to /home you can either modify the host to boot into single-user mode OR try to use the systemctl isolate runlevel1.target command to switch (not tested! should work).