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alexai99's Projects

activation-function icon activation-function

An implementation of different activation functions like Sigmoid, tanh, ReLU, Linear, and Softmax. This repository also describes which activation function to use in hidden layer and the output layers based on the neural network architectures.

awsvision icon awsvision

An application to show the capabilities of Amazon Rekognition and its several APIs built using Streamlit.

crime-spot icon crime-spot

Crime-Spot is a data-driven platform for monitoring, graphing, and modeling crime risks to identify the possible hotspot in the San Francisco area based on the existing or historical crime data.

football-analytics icon football-analytics

I am creating a new repository that will have all the codes and explanation regrading football data analytics. The repo will be updated every week with new analysis on various datasets. It will include basic EDA, Plotting, ML Modelling, and few end to end projects.

image-identification-app icon image-identification-app

An image identification application built in React and deployed on Firebase using machine learning framework for browser "TensorFlow.js" and pre-trained model for image classification "MobileNet".

photo-editor icon photo-editor

A Photo Editor web app developed in CamanJs and HTML Canvas.

picozi icon picozi

Picozi is an AI-enabled application that uses Computer Vision and Deep Learning to compute images and perform several processing tasks automatically.

recommendation_system icon recommendation_system

Complete concepts behind implementing a Recommendation System using Association Rules, Collaborative Filtering, and Matrix Factorization with end to end real world project.

surface-crack-detection-cnn icon surface-crack-detection-cnn

Surface Crack Detection using CNN on the images data available on Kaggle. This repository will have both "Model Implementation" and "Web App" in Streamlit for detection of cracks.

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