Sara Afshar's repositories
PCA
This project demonstrates the process of image classification on the CIFAR-10 dataset using Principal Component Analysis (PCA) and a Neural Network model. The CIFAR-10 dataset consists of 60,000 32x32 color images in 10 classes, with 6,000 images per class.
SOM-square
This repository contains an implementation of a Self-Organizing Map (SOM) for the Fashion MNIST dataset. The SOM is used to cluster and visualize the patterns in the dataset.
iris-flower-classification
This project focuses on the classification of Iris flowers into three species: Iris-setosa, Iris-versicolor, and Iris-virginica.
keras
Deep Learning for humans
gate-AND-with-McCulloch-Pitts-neurons
McCulloch-Pitts Neuron It is very well known that the most fundamental unit of deep neural networks is called an artificial neuron/perceptron. But the very first step towards the perceptron we use today was taken in 1943 by McCulloch and Pitts, by mimicking the functionality of a biological neuron.McCulloch-Pitts Neuron is Mankind’s First Mathematical Model Of A Biological Neuron. Here, we will build an AND gate with one McCulloch-Pitts neuron. The structure of a McCulloch-Pitts neuron is as follows:
video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
github-slideshow
A robot powered training repository :robot:
darknet
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )