Hardik Yadav (@hrdkcodes)

LSTMs : Better version of RNNs

Vanishing Gradient is a big problem in RNNs and to solve this, we use a special kind of RNN called the LSTM layer. What is a LSTM? Here's what it is. What are LSTMs? LSTMs were made to solve the vanishing gradient problem. To understand LSTMs better,...

May 31, 2021 · 2 min readthedevblog.hashnode.dev

Demystifying Home Assistants

How do home assistants like siri or alexa understand what you speak? It's because they use a special type of neural network to function. The Recurrent Neural Network. Recurrent Neural network or RNNs for short are a special kind of neural networks be...

May 30, 2021 · 2 min readthedevblog.hashnode.dev

GANs - The Code Part

Here is the code you will ever need to create a Generative Adversarial Network for making an mnist clone. import tensorflow as tf !pip install -q git+https://github.com/tensorflow/docs import matplotlib.pyplot as plt import numpy as np import os from...

May 29, 2021 · 2 min readthedevblog.hashnode.dev

MythBusting: CNN vs Traditional Neural Nets

Enough boasting about CNNs, are they even worth the hype? Let's test out. We will compare a normal neural network and a CNN against the MNIST dataset. We will compare them on the basis of accuracy. Let's check out. Traditional Neural Net First we wil...

May 28, 2021 · 2 min readthedevblog.hashnode.dev

Computer Vision and CNNs

Have you ever tried a computer vision project? You must've used a CNN right? And if you used a regular neural net, you must know that it sucks at doing computer vision. But why is it so? And what is a CNN? I'll try to answer that here. Why CNN? In...

1May 26, 2021 · 2 min readthedevblog.hashnode.dev

Hardik Yadav

About

Available for

Hardik Yadav's blogs

LSTMs : Better version of RNNs

Demystifying Home Assistants

GANs - The Code Part

MythBusting: CNN vs Traditional Neural Nets

Computer Vision and CNNs

Hardik Yadav

About

Available for

Hardik Yadav's blogs

LSTMs : Better version of RNNs

Demystifying Home Assistants

GANs - The Code Part

MythBusting: CNN vs Traditional Neural Nets

Computer Vision and CNNs

Hardik Yadav

About

Available for

Hardik Yadav's blogs

LSTMs : Better version of RNNs

Demystifying Home Assistants

GANs - The Code Part

MythBusting: CNN vs Traditional Neural Nets

Computer Vision and CNNs

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Hardik Yadav

About

Available for

Hardik Yadav's blogs

LSTMs : Better version of RNNs

Demystifying Home Assistants

GANs - The Code Part

MythBusting: CNN vs Traditional Neural Nets

Computer Vision and CNNs