Pinned Repositories
100DaysPython
100 Days
Backpropagation
In this exercise I will use backpropagation to train a multi-layer perceptron (with a single hidden layer). The experiment deals with different patterns and see how quickly or slowly the weights converge. Then it shows the impact and interplay of different parameters such as learning rate, number of iterations, and number of data points.
BMI
Udemy guided application
Deep_Learning_Spring_2024
FaceProject
complete
Handwritten-Image-Detection-MNIST-Data
In this exercise I will work with image data: specifically the famous MNIST data set. This data set contains 70,000 images of handwritten digits in grayscale (0=black, 255 = white). The images are 28 pixels by 28 pixels for a total of 784 pixels. This is quite small by image standards. Also, the images are well centered and isolated. This makes this problem solvable with standard fully connected neural nets without too much pre-work.
iGPR
updated
LiveFaceDectection
This application will box in each face that the camera can see and tell you how many faces it detects.
Pre-Trained-Models
In this exercise I will show how to load pre-trained models such as VGG16 and ResNet. This is a fairly simple exercise designed to get familiar with models like VGG and Resnet and the output they give.
Quantum-2024
CoelhoNunes's Repositories
CoelhoNunes/Flixster
This app introduced Android Studio and linked data information through an Application Programming Interface (API)
CoelhoNunes/myInstagram
This is an Android imitation of Instagram with live post, posting, and updates through APIs.
CoelhoNunes/SimpleTweet
**SimpleTweet** is an android app that allows a user to view his Twitter timeline.