Face Mask Detection Tutorial — TensorFlow 2 (CNN) скачать в хорошем качестве

Face Mask Detection Tutorial — TensorFlow 2 (CNN)

👉 Join my Python Masterclass ~ https://www.zerotoknowing.com/join-now ***Save 20% off your First Month with code: save20now Learn how to build a Face Mask Detection model with TensorFlow 2, Keras, OpenCV and Convolutional Neural Networks (CNNs) in this step-by-step tutorial. 👉 Join my Python Newsletter ~ https://www.thenerdnook.io 👉 Join our Discord Community ~   / discord   📚 Read my eBooks ~ https://www.zerotoknowing.com/ebooks This beginner-friendly guide walks you through training and testing a CNN for face mask detection using deep learning techniques. We’ll cover everything from loading datasets and preprocessing images with OpenCV to building a CNN with TensorFlow and Keras, training the model, and evaluating its accuracy. By the end, you’ll have a complete understanding of how to train your own deep learning model for face mask classification from scratch. Whether you’re new to TensorFlow 2 and Keras or looking to improve your skills in CNNs and computer vision, this deep learning tutorial will give you the hands-on practice you need. 📘 Join our Facebook ~ https://tinyurl.com/msy8mnxm Subscribe for content that helps you grow! 💥 PARTNER WITH ME - https://www.passionfroot.me/code-with... MY FAVORITE BOOKS 🐍 Python Crash Course - https://amzn.to/3vGDXqH 🛺 Automate the boring stuff - https://amzn.to/428yoO0 💽 Data Structures and Algorithms in Python - https://amzn.to/3SkzYZL 📘 Python pocket reference - https://amzn.to/3SlK0tA PS: Some of the links in this description are affiliate links that I get a kickback from 😜 🎬 Timestamps: 0:00 | Introduction: Face Mask Detection with TensorFlow 2 & CNN 0:37 | Setting Up the Environment (Python, TensorFlow, Keras) 4:15 | Preparing the Face Mask Dataset for Training 9:08 | Preprocessing the Face Mask Images 12:30 | Scaling and Splitting the Data 16:20 | Building the CNN Model Step by Step 22:50 | Compiling and Training the Face Mask Detection Model 26:00 | Evaluating Model Accuracy with Matplotlib 29:30 | Testing Face Mask Detection with Images 37:00 — Final Thoughts and Next Steps in Deep Learning with TensorFlow 🔹🔹🔹🔹🔹🔹🔹🔹🔹 🎙 PyPod Chronicles - https://thenerdnook.substack.com/podcast 🗞 LinkedIn -   / josh-wenner   👨‍💻 GitHub - https://github.com/Joshwen7947 🔹🔹🔹🔹🔹🔹🔹🔹🔹 Tag ~ zero to knowing, code with josh #zerotoknowing #learnpython #100daysofcode #techeducation #python #codewithjosh #deeplearning #cnn #tensorflow #keras