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https://github.com/unused-dev/tfc-tensorflow-cnns

Convolutional Neural Networks in TensorFlow
https://github.com/unused-dev/tfc-tensorflow-cnns

tensorflow

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Convolutional Neural Networks in TensorFlow

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# Convolutional Neural Networks in TensorFlow

`TensorFlow` `Machine Learning` `Deep Learning`

## Overview
This repository contains the summarized learning materials of **Convolutional Neural Networks in TensorFlow**.

> Instructor: Laurence Moroney

## Modules
1. [Exploring a Larger Dataset](./week01)
2. [Augmentation: A technique to avoid overfitting](./week02)
3. [Transfer Learning](./week03)
4. [Multiclass Classifications](./week04)

## Learning Contents
- Handle real-world image data
- Plot loss and accuracy
- Explore strategies to prevent overfitting, including augmentation and dropout
- Learn transfer learning and how learned features can be extracted from models

## References
[Introduction to the course](https://www.coursera.org/learn/convolutional-neural-networks-tensorflow)