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Tkinter machine learning May 29, 2025 · About 👤 Gender Prediction System using Machine Learning This is a GUI-based application built with Python, Tkinter, OpenCV, and a Machine Learning model to predict gender from images, videos, or live camera feeds using facial features. Download for offline reading, highlight, bookmark or take notes while you read TKINTER, DATA SCIENCE, AND MACHINE LEARNING. There are posts online on how to add the GUI functionality to ML and DL models using the infamous Tkinter library. Aug 20, 2025 · , before there was Streamlit, before there was Taipy, there was Tkinter. Jan 22, 2024 · Learning how to divide different steps, like processing the image and classifying them into functions. To understand Tkinter better, we will create a simple GUI. Our Apr 5, 2025 · Champion the Python GUI and step up your Python game. Let’s look at the I created a machine learning model using SkLearn to predict whether or not a patient has diabetes. GUI with Tkinter - Part-2 | Python | Machine Learning| Engg_tecH 1. Often, data workflows require integrating both: for example, you might use Python to build a user-friendly GUI with Tkinter, process data This project is a heart disease detection system developed using Python and tkinter for the user interface. In this beginner-friendly tutorial, you’ll train a machine learning model to classify Aug 23, 2021 · Furthermore, if you want to be a full-stack data scientist, you might try the Tkinter Machine Learning deployment exercise. Jun 2, 2023 · Mastering Interactive Visualizations with Python’s Tkinter and Slider Widgets As a seasoned Python programmer, you understand the importance of interactive visualizations in machine learning. The project uses a Random Forest Regressor and StandardScaler for preprocessing. Users must show their faces before the camera during login Jul 9, 2025 · Learn how to build desktop apps with Python Tkinter. Sep 3, 2023 · In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. Includes a trained scikit-learn model, a Tkinter GUI for real-time prediction, and support for bulk URL analysi Utilizing Tkinter for Machine Learning in Python for Resonance Diagnostics 1Crore Projects 651 subscribers Subscribe Tkinter and Machine Learning project to determine whether a person is suffering from Autism or not - yashmahes/Autism-Prediction This Tkinter tutorial helps you learn how to develop beautiful GUI applications from scratch with step-by-step guidance. Understanding how to utilize the Pyinstaller module to bundle the Tkinter application and the deep learning model into a single executable file for distribution. For each section, you will need to have user interaction and the ability to restart at any time. The phrases Disease Predictor, Machine Learning, and Tkinter Interface are used in this research. 9K subscribers Subscribed "Diagnosis of Disease using Machine Learning" I’m excited to share my latest project — a symptom-based disease prediction tool that uses machine learning models integrated with a Tkinter Discover top Python frameworks for web development, data science, and ML in 2025. Includes a beautiful Python Tkinter UI and real-time training data updates. Resonance Diagnostics Utilizing Tkinter for Machine Learning in Speech-Based Detection of Parkinson's Disease with PythonDo you need help with your final yea Read "TKINTER, DATA SCIENCE, AND MACHINE LEARNING" by Vivian Siahaan available from Rakuten Kobo. Projects A section on small projects to practice what you've learned about Python. The original Python program, has in fact been converted into an executable using Pyinstaller and NSIS (in order to download just the needed dependencies to create the EXE file, a virtual environment has been used). By May 5, 2020 · A complete guide towards deploying for free Machine Learning projects as applications in executable file format. The application gives an special feature for users to provide training data and once the model is train they can Jan 14, 2024 · AI classifiers are essential tools in machine learning that categorize data into different classes. Today we will create a beautiful machine learning GUI application! We will design a web interface, where an image classifying neural network lives 🤖🤖🤖We w Perfect for Python enthusiasts, data science learners, and anyone exploring practical applications of machine learning in healthcare. 5 from the Python textbook. A simple GUI is built with Tkinter for local interaction. Sep 15, 2020 · In this article, we will be exploring Tkinter - python GUI programming tool. This is a machine learning project that predicts house prices in California based on various features such as median income, house age, number of rooms, population, and location. You now have the basics to create more complex and beautiful applications that you can distribute. Aug 4, 2025 · Your All-in-One Learning Portal: GeeksforGeeks is a comprehensive educational platform that empowers learners across domains-spanning computer science and programming, school education, upskilling, commerce, software tools, competitive exams, and more. Jul 6, 2020 · ML model Building in Python & Deployment in Flask explained!!! Hi Viewer's in this stock prediction project I have built a multiple linear regression machine learning model using a fake dataset. 3K subscribers Subscribe Jul 14, 2025 · Your All-in-One Learning Portal: GeeksforGeeks is a comprehensive educational platform that empowers learners across domains-spanning computer science and programming, school education, upskilling, commerce, software tools, competitive exams, and more. Sep 2, 2023 · By crafting this Tkinter-powered GUI, we provided an accessible and user-friendly interface for users engaging with machine learning models. This tutorial guides you through building a user-friendly interface that Dec 10, 2019 · Learn about Python Tkinter module in this tutorial for GUI programming. Jun 4, 2020 · Is there a way to deploy my machine learning model (which is currently a pickle file) into Pycharm through Tkinter GUI. For example, the user cannot In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. Apr 6, 2025 · A user-friendly Tkinter GUI allows manual input and generates real-time predictions, making it ideal for building managers, HVAC professionals, and energy analysts. Find out how to make Tkinter windows and use python for GUI programming today! Apr 9, 2024 · Elevate your Python GUI development skills with this comprehensive guide on Tkinter. As newer, web-based frameworks like the ones mentioned above have taken the limelight for the desktop presentation of data-centric and machine learning A graphical machine learning program written with tkinter and scikit-learn library. Sep 3, 2023 · By crafting this Tkinter-powered GUI, we provided an accessible and user-friendly interface for users engaging with machine learning models. May 5, 2020 · Contents Deploying Machine Learning projects using Tkinter A complete guide towards deploying for free Machine Learning projects as applications in executable file format. May 9, 2025 · Learn how to create Python progress bars using tqdm, progressbar2, alive-progress, and Tkinter, with best practices for better UX and app performance. Requirement DetailsThe purpose of the project is to create a simple analytics program with a Tkinter GUI. 15K subscribers Subscribed Oct 14, 2024 · In machine learning, particularly in supervised learning, the performance of your model is only as good as the quality of your labeled data. This is a test GUI application that uses the python module "Tkinter" for the GUI code and "keras" for the machine learning and prediction code. For example, the user cannot 1. It allows custom class creation, real-time image capture, and machine learning model training with a user-friendly Tkinter interface. 5. Machine Learning Tkinter Graphical User Interface. Read this book using Google Play Books app on your PC, android, iOS devices. Let’s find out how to deploy machine learning from modelling development. I then used the python library Tkinter to create a GUI that implements the model so the user can i Contribute to DataThinkers/GUI-for-Machine-Learning-Projects-Using-Tkinter development by creating an account on GitHub. Create GUI For Machine Learning Projects Using Tkinter | Create Machine Learning Desktop Apps Data Thinkers 19. Big Data, Cloud Computing, Data Compression, Multi-Level Encryption, Machine Learning, Data Indexing, Data Security, Python, Tkinter. Feb 2, 2021 · We saw how to implement an MVC with python and Tkinter in order to serve a machine learning model. A GUI based ( Tkinter) python application that allows the user to apply any machine learning algorithm on a user-provided CSV file, without having any prior knowledge of programming. A visual Python program utilising Yahoo Finance's API, machine learning, tkinter, and MatPlotLib to search for and display a graph of given stock price over a year. It simplified intricate processes, allowing users to load data, select models, initiate training, and visualize results without necessitating code expertise or command-line operations. What makes this tool powerful is its integrated Machine Learning model, which analyzes and predicts the correct category for unknown text-based files using Scikit-learn. 🚀 Project Showcase: Profit Prediction Model (Tkinter + Machine Learning + Data Visualization) 📊 I'm excited to share my latest project—a Profit Prediction Model that leverages Machine Jul 14, 2021 · OCR Machine Learning in Python -Training model with keras Asked 4 years, 3 months ago Modified 4 years, 3 months ago Viewed 360 times A comprehensive machine learning application built with Python and Tkinter that provides intelligent negotiation recommendations for procurement professionals. This tool is p Nov 11, 2025 · Deep Learning A-Z™: Hands-On Artificial Neural Networks Learn to create Deep Learning Algorithms in Python from two Machine Learning & Data Science experts. The user must also be prevented from completing an action that is invalid. machine-learning-tkinter This program allows user to implement Linear Regression, Logistic Regression, Decision Tree and Random Forest algorithms using a Graphical User Interface. This process is essential in solving real-world problems, as it helps us select the most By crafting this Tkinter-powered GUI, we provided an accessible and user-friendly interface for users engaging with machine learning models. Getting Started with Tkinter 1. How to Make a Real-Time Weather App in Python with No API Key | Tkinter GUI TutorialWelcome to Show Me How to Solve It! In this tutorial, you’ll learn step-b Hello reddit , i am making some project in tkinter is it worth to learn tkinter nowdays because for gui application there's a lot highlight on c and c++ and i am begginer-intermediate should i try to learn tkinter in 2023 or to not waste time on it i found it interesting but tkinter is a little bit old for me i think any suggestions ? Search for jobs related to Tkinter machine learning or hire on the world's largest freelancing marketplace with 24m+ jobs. - A Jan 30, 2023 · In reality, it is very easy to deploy machine learning and deep learning models into windows applications. 0 Flash API to generate full recipes 2 days ago · Python and R are both powerhouse languages in data science, each with unique strengths: Python excels in flexibility, GUI development, and machine learning, while R is renowned for statistical analysis and specialized libraries (e. Contribute to ankit-aglawe/Machine-Learning-Tkinter-GUI development by creating an account on GitHub. 🔧 What You’ll Learn: Jul 10, 2025 · Build Your Own AI-Powered Fitness Tracker App! In this step-by-step tutorial, learn how to create a Python application using Tkinter and Gemini 2. Dec 13, 2024 · Tkinter is Python’s standard library for creating Graphical User Interfaces (GUIs). In this tutorial, you will learn how to create a heart attack prediction system using Python and a MySQL database, with a GUI built in Tkinter. The application combines traditional rule-based validation with ML classification for intelligent password evaluation. Sep 15, 2023 · In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. I have seen methods to deploy models in python but they all have to do with integrating through flask or Django. Build your own intelligent food recipe generator in this beginner-friendly tutorial! 🍳 We’ll use Python, Tkinter for the GUI, and Google’s Gemini 2. This makes the labeling process a critical part of developing a high-performance model. To achieve Disease Prediction based on Symptoms, we used Machine Learning techniques, Python Programming with Tkinter Interface, and a dataset acquired from hospitals. #tkinter #pyhton #tkinter_GUIIn this video I discussed about TKinter() which is used to Build powerful GUI in an easy way. Tkinter was and is the original Python GUI builder, and, until a few years ago, it was one of the few ways you could produce any type of dashboard or GUI using Python. It's free to sign up and bid on jobs. We will explore how we can deploy a machine learning model and check real-time predictions using Tkinter. Quick GUI Prototyping: Quickly test design ideas by creating simple layouts and interactions using basic Tkinter functions. Create GUI For Machine Learning Projects Using Tkinter | Create Machine Learning Desktop Apps Data Thinkers 21. Learn how to build your own AI chatbot that chats with any PDF document using Gemini, Tkinter, and Python!In this tutorial, we’ll show you step-by-step how t 🚀 Excited to Share My New Project: Placement Prediction App! 🎓💼 I recently built a Placement Prediction Application using Python, Tkinter, and Machine Learning, and I’m thrilled with Tkinter, Data Science, and Machine Learning | In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. Learn how to build your own AI-powered Fashion Recommendation System using PyTorch and Tkinter! In this step-by-step tutorial, we’ll: Load and preprocess the Fashion MNIST dataset Build a neural May 14, 2020 · On this project page, is freely available to download a GUI based machine learning classifier created using Tkinter and Tensorflow VGG16 pre-trained classifier. . It’s simple to use, lightweight, and great for building basic to moderately complex desktop applications. Jan 14, 2021 · A wrapper with a simple learning curve As per their website, PySimpleGUI is a "Python GUI For Humans – Transforms Tkinter, Qt, Remi, WxPython into portable people-friendly Pythonic interfaces". Learn to build your first application with Tkinter, work with widgets, and much more. Learn how to create a real-world Email Spam Detector using Python, Scikit-learn, and Tkinter for the GUI. Machine Learning Machine Learning with Python: Tutorial with Examples and Exercises using Numpy, Scipy, Matplotlib and Pandas Tkinter Tutorial and introduction to Tkinter, the most commonly used Graphical User Interface of Python. It utilizes machine learning techniques, particularly an Artificial Neural Network (ANN), to predict the likelihood of a person having heart disease based on various medical parameters. Jul 14, 2024 · Mastering Image Display in Python Tkinter for Advanced Machine Learning Applications In the realm of machine learning, having the ability to display images is crucial for various applications such as data visualization, neural networks, and more. IntroductionTransfer Learning Image ClassificationGraphical User Interface (GUI)DeploymentBibliography ABOUT THE BOOK ABOUT THE BOOK In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. The dataset has large number of numerical columns which was the main reason for choosing such a dataset rather than a categorical one because it makes is easy to apply algorithms and avoids the About AI-Powered Camera Classifier is a real-time image classification app using Python, OpenCV, and scikit-learn. This project is a desktop application developed in Python using CustomTkinter for data analysis and implementation of Machine Learning algorithms. Feb 17, 2019 · Importing the Tkinter library To use the Tkinter library, we first need to import it using the ‘ import’ keyword. Learn their features and use cases to pick the right one for your project. … May 30, 2020 · In this tutorial, we will learn how to build a disease prediction GUI application using machine learning in Python with the help of tkinter. Although functional -this GUI is still a work in progress and some of the features is still missing. Templates included. , `ggplot2`, `dplyr`). This beginner-friendly guide covers GUI basics, widgets, and examples using clear, practical steps. Python offers various libraries and… Jul 28, 2025 · Creating Custom Widgets: Inherit from Tkinter's widget classes to define your own widgets with custom behavior and design. g. Adding GIFs to Python Tkinter for Machine Learning Applications As machine learning practitioners, we strive to create engaging and interactive interfaces that effectively communicate our models’ insights. Start learning! Learn how to create a powerful AI Translator Desktop App using Python, Tkinter, and Google's Gemini 1. In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. Aug 2, 2025 · A machine learning-based system that detects phishing URLs using structural features. Business Case, Data Value and Narrative The crime dataset that we chose has real data and is acquired from UCI Machine Learning repository where the title of the dataset is 'Crime and Communities'. Sep 16, 2022 · It's a face recognition login system that is developed using the Tkinter library and connected to the MySQL database in the back end. Track your workouts, log exercises, and receive ML-Tkinter A small program in Python TKinter containing various Machine Learning utilities. import tkinter as tk Creating a window Now, let’s see how we can create a simple window in Python. Compare Machine Learning and Artificial Intelligence models for predicting concrete compressive strength — featuring a Tkinter GUI, TensorFlow/Keras AI, Scikit-learn ML, and SQLite integration. This project goes beyond a simple tracker by integrating AI-powered features such as category suggestions, future expense prediction, and anomaly detection. However, integrating sliders or other widgets can be daunting without the right tools. By crafting this Tkinter-powered GUI, we provided an accessible and user-friendly interface for users engaging with machine learning models. import tkinter We can import it in this way too so that we can use tk instead of tkinter in our program. Jun 7, 2025 · A beginner-friendly Python project to recommend movies based on your taste using the MovieLens dataset and scikit-learn’s KNN algorithm. The application provides a user-friendly interface for students and users to analyze both qualitative and quantitative datasets, utilizing various Machine Learning algorithms. 🔐 AI-Enhanced Password Manager (Python + Tkinter + Machine Learning) A GUI-based Password Manager built using Python and Tkinter, integrated with a Machine Learning model that predicts password strength in real-time. Our primary goal was to develop a Tkinter GUI and assess various machine learning models on a given dataset to identify the best-performing one. 2. If you are TKINTER, DATA SCIENCE, AND MACHINE LEARNING - Ebook written by Vivian Siahaan, Rismon Hasiholan Sianipar. This project is a GUI implementation of the Case Study 15. 5 Flash model. Discussed some parameters of TKinte A desktop-based expense management application built with Python, Tkinter, SQLite, and Machine Learning. python deep-learning cnn lung-cancer-detection cnn-model cancer-detection cnn-classification python-tkinter-application machine-learning-project Updated on Mar 1, 2024 Python POO, Interfaz Gráfica (tkinter), Data Science, Machine Learning, Deep Learning, Visualización de datos, Visión Artificial, TDD, Unit Testing, Big Data (Apache Spark), Bases de datos (SQLite, MongoD How to Build an AI Object Detection App in Python, YOLOv8 and Tkinter? | Machine Learning Projects Show Me How To Solve It 100 subscribers Subscribe In this video Transcript Description Deploy Machine Learning Model Using Tkinter - With Code (part 2) 55Likes 4,881Views 2021May 4 Heart Attack Prediction System using Machine Learning with Python | GUI Tkinter Project | Part 1 Parvat Computer Technology • 25K views • 2 years ago In this project, we embarked on a comprehensive journey through the world of machine learning and model evaluation. Ideal for learning AI concepts and building practical ML solutions. This process is essential in solving real-world problems, as it helps us select the most suitable algorithm for a specific task. About A simple machine learning project that uses Naive Bayes (from scratch) to predict whether to Play Tennis based on Outlook, Temperature, Humidity, and Wind. Master Tkinter and take your Python applications to the next level. pjuji dvs yvmbj lxyb iwiozf buzezd iwhj urn qkumb nahe ous cjekbh cfddu lnhr jvsxl