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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.
@DanDiplo
DanDiplo / JS-LINQ.js
Last active May 21, 2025 01:37
JavaScript equivalents of some common C# LINQ methods. To help me remember!
// JS array equivalents to C# LINQ methods - by Dan B.
// First: This version using older JavaScript notation for universal browser support (scroll down for ES6 version):
// Here's a simple array of "person" objects
var people = [
{ name: "John", age: 20 },
{ name: "Mary", age: 35 },
{ name: "Arthur", age: 78 },
{ name: "Mike", age: 27 },