with Python 3 & OpenCV

source

In this tutorial, we will learn how to build a software pipeline for tracking road lanes using computer vision techniques.

challenges in road lane detection ?


source

PostgreSQL


Residual Neural network on CIFAR10

Sometimes, skipping over is better than dealing one by one

In my previous posts we have gone through

  1. Deep Learning — Artificial Neural Network(ANN)
  2. Tensors — Basics of PyTorch programming
  3. Linear Regression with PyTorch
  4. Image Classification with PyTorch — logistic regression
  5. Training Deep Neural Networks on a GPU with PyTorch
  6. Image Classification with CNN

This Article is Based on Deep Residual Learning for Image Recognition from He et al. [2] (Microsoft Research): https://arxiv.org/pdf/1512.03385.pdf


MNIST using feed forward neural networks

In my previous posts we have gone through

  1. Deep Learning — Artificial Neural Network(ANN)
  2. Tensors — Basics of PyTorch programming
  3. Linear Regression with PyTorch
  4. Image Classification with PyTorch — logistic regression

Let us try to by using feed forward neural network on MNIST data set.

val_size = 10000
train_size =…


CIFAR 10 Data set using logistic regression

CIFAR-10 data set(source:https://www.cs.toronto.edu/~kriz/cifar.html)

In my previous posts we have gone through

  1. Deep Learning — Artificial Neural Network(ANN)
  2. Tensors — Basics of pytorch programming
  3. Linear Regression with PyTorch

Let us try to solve image classification of CIFAR-10 data set with Logistic regression.


Your first step towards deep learning

(Source:https://luckyhasae.com/installing-pytorch-anaconda/)

In my previous posts we have gone through

  1. Deep Learning — Artificial Neural Network(ANN)
  2. Tensors — Basics of pytorch programming

Here we will try to solve the classic linear regression problem using pytorch tensors.


(Source:https://luckyhasae.com/installing-pytorch-anaconda/)

We have discussed the concept of deep learning and neural network in our previous post. In this post we will discuss about the basic element of a neural network program which is tensor.


Building your first neural network in less than 30 lines of code.

Arun Purakkatt

MBA,M.Tech-ML Engineer/Data scientist

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