Assignment 1 FIT5225 2024 SM1 CloudDetect: Creating and Deploying an Image Object Detection Web Service within a Containerised Environment in Clouds 1 Synopsis and Background This project aims to build a web-based system that we call CloudDetect. It will allow end-users to send an image to a web service hosted by Docker containers and receive …
Assignment 1 FIT5225 2022 SM1 Creating and Deploying an Image Object Detection Web Service within a Containerised Environment in Clouds 1 Synopsis and Background This project aims at building a web-based system that we call iWebLens. It allows end-users to send an image to a web service hosted by Docker containers and receive a list …
Assignment 1 FIT5225 2021 SM1 Creating and Deploying an Image Object Detection Web Service within a Containerised Environment 1 Synopsis and Background This project aims at building a web-based system that we call it iWebLens. It allows end-users to send an image to a web service hosted in a Docker container and receive a list …
COMP90051 Statistical Machine Learning Project 1 Specification Due date: 8pm Thursday 25st April 2024 (competition closes 5pm) Melbourne timezone Weight: 25% Competition link: https://www.kaggle.com/t/b1b81f81dafe43c390b5bbff16ee2c8c 1 Overview Text generation has become an increasingly popular task with the rise of natural language processing (NLP) tech- niques and advancements in deep learning. Given a short text prompt written …
In this project, you will implement a K-NN model to classify the quality of wines from their chemical properties. You will perform some analyses on a provided dataset and use these to answer conceptual questions. You will then have a choice of various ways to extend and evaluate the basic K-NN model. Figure 1: AI-generated …
COMP9417 – Machine Learning Homework 2: Numerical Implementation of Logistic Regression Introduction In homework 1, we considered Gradient Descent (and coordinate descent) for minimizing a regularized loss function. In this homework, we consider an alternative method known as Newton’s algorithm. We will first run Newton’s algorithm on a simple toy problem, and then implement it …
2024/3/22 13:25 FINAL PROJECT :: Sentiment Analysis Tool and Text Analysis Report FINAL PROJECT :: Sentiment Analysis Tool and Text Analysis Report Sentiment Analysis Tool and Text Analysis Report Release History You are always responsible for the latest release of assignments. The release may be updated at any time to fix bugs or add clarification. …
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Table of Contents • Report • In this project, you will develop a sentiment analysis tool using Python, then apply this tool to analyze text from a selection of curated datasets. The goal is to gain insights into the overall sentiment expressed within these texts and discuss your findings. You are also encouraged to extend …
CSCI4145/CSCI5409 Cloud Computing – Term Assignment The technology of cloud computing changes more quickly than most other technology in software development, in fact this is part of why companies have flocked to putting their software in the cloud. They can ride this wave of technological advancement to keep their software on the cutting edge. The …
COMP9417 – Machine Learning Homework 1: Regularized Optimization & Gradient Methods Introduction In this homework we will explore gradient based optimization. Gradient based algorithms have been crucial to the development of machine learning in the last few decades. The most famous exam- ple is the backpropagation algorithm used in deep learning, which is in fact …