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Syntax issues on paragraph 79 #13

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -76,7 +76,7 @@ Before continue to building a network I wanted to visualise the preprocessed dat

## The Graph

After seeing the results Tao and Sander reached I decided to go with a convolu- tional neural network implementation. The network receive a 599 vector of mea-frequen- cy beans, each containing 128 frequencies which describe their window. The network consist with 3 hidden layers and between them I am doing a max pooling. Finally a fully connected layer and than softmax to end up with a 10 dimensional vector for our ten genre classes
After seeing the results Tao and Sander reached I decided to go with a convolutional neural network implementation. The network receive a 599 vector of mea-frequency beans, each containing 128 frequencies which describe their window. The network consist with 3 hidden layers and between them I am doing a max pooling. Finally a fully connected layer and than softmax to end up with a 10 dimensional vector for our ten genre classes

<p align="center">
<img src="assets/nural_network.png?raw=true" alt="Nural Network" width="500">
Expand All @@ -98,7 +98,7 @@ Before continue to building a network I wanted to visualise the preprocessed dat

## Results

As I explained in the introduction, the papers I based my work on did not solve the exact problem I did, for example Tao’s paper published results for classifying 2,3 and 4 classes (Genres).
As I explained in the introduction, the papers I based my work on did not solve the exact problem I did, for example Tao’s paper published results for classifying 2, 3 and 4 classes (Genres).
<p align="center">
<img src="assets/results_feng.png?raw=true" alt="Tao Feng's results" width="750">
</p>
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