Posts:

machine learning

Because teaching a machine to teach you to teach it is so 2024.

Deploy a webcam eye tracker to predict gaze in video games

PyTorch model for eye tracking using webcam data

Create an application to collect training data from a webcam, consisting of photos and screen coordinates

Performing face detection, alignment, and feature extraction from webcam data

Using convolutional neural networks to create a real-time eye tracker using only webcam data

Using a convolution neural network to classify images from the CIFAR-10 database

Creating kernel and occulusion plots for a Convolutional Neural Network

Creating a CNN model for handwritten digit recognition (MNIST)

What are convolutional neural networks, and how are they different from traditional neural networks?

Introduction to neural networks and how they can be used to model XOR gates

Introducing AND gates and the bias unit

Create a basic OR logic gate using Python and Theano

Implement multiple regression with gradient descent using Python