TensorFlow: Build & Deploy Face Mask Detection

External: Coursera Courses ↗ · Coursera

Open Course on External: Coursera

Free to audit · Opens on External: Coursera

TensorFlow: Build & Deploy Face Mask Detection

Coursera · Intermediate ·🧬 Deep Learning ·3mo ago

Key Takeaways

Building and deploying face mask detection models with TensorFlow

Original Description

Learners completing this course will be able to install and configure TensorFlow, create and execute variables, implement linear models, and apply deep learning frameworks to real-world projects. They will also gain practical skills in training, saving, and deploying models for computer vision tasks such as face mask detection. This course begins by building strong foundations in TensorFlow, guiding learners through installation, setup, data types, variables, and model execution. Once comfortable with the basics, learners progress to a hands-on project—implementing a face mask detection application using TensorFlow and Keras. The project-based approach ensures that learners not only understand theoretical concepts but also gain experience applying them in a real-world scenario. By the end of the course, learners will have mastered the essential workflow of building and training models, leveraging pretrained networks, and making predictions with confidence. The combination of foundational concepts and applied project work makes this course unique, offering both academic rigor and industry relevance. Whether preparing for a career in AI or enhancing existing skills, this course provides the knowledge and practice required to thrive in machine learning projects.
Watch on External: Coursera ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related AI Lessons

Want to get started with deep learning
Get started with deep learning by leveraging resources like Andrew Karpathy's playlist and frameworks such as TensorFlow or PyTorch
Reddit r/deeplearning
Building a Deepfake Detector From Scratch — What Nobody Tells You
Learn to build a deepfake detector from scratch and understand the challenges involved in detecting AI-generated fake media
Medium · Deep Learning
Unfolding the Meandering Path: High-Dimensional Invariance and the Flat 2D Plane of Neural…
Learn about high-dimensional invariance and its relation to the flat 2D plane of neural networks, and how to apply these concepts to improve model performance
Medium · Deep Learning
Implementing Neural Style Transfer from Scratch: The Project That Started It All
Learn to implement Neural Style Transfer from scratch and understand its significance in deep learning
Medium · Deep Learning
Up next
Image Classification with ml5.js
The Coding Train
Watch →