Build a Deep Facial Recognition App - Training a Siamese Neural Network - Python
Learn to train a Siamese Neural Network for facial recognition using Python and TensorFlow. Covers loss functions, optimizers, custom training steps, and model training implementation.
Build a Deep Facial Recognition App - Building a Siamese Neural Network - Python
Learn to build a Siamese Neural Network for facial recognition using TensorFlow, including image embedding, L1 distance layer, and model integration in a Kivy app.
Build a Deep Facial Recognition App - Collecting Data - Deep Learning Project Tutorial
Learn to build a deep facial recognition app by collecting and processing data, using OpenCV for webcam access, and preparing images for model training.
Build a Deep Facial Recognition App from Paper to Code - Deep Learning Project Tutorial
Learn to build a deep facial recognition app using TensorFlow, from setting up dependencies to creating data structures. Implement Siamese Neural Networks for one-shot image recognition in this hands-on tutorial.
Machine Learning - What Is Easy, Medium, and Hard?
Explore the landscape of machine learning through case studies, examining easy, medium, and hard challenges while considering future possibilities and potential pitfalls.
Build an App That Can Recognize Your Face - Tech With Tim OpenCV Python App
Learn to create a facial detection and recognition program using Python, OpenCV, and face recognition modules. Covers installation, setup, and practical implementation with a live demo.
Real Time AI Face Landmark Detection with Tensorflow.JS and React
Build a real-time facial landmark detection app using Tensorflow.JS and React. Learn to install models, create the app, and detect face points via webcam in just 20 minutes.
Facial Recognition and Machine Learning in React & Gatsby with Gant Laborde - Learn With Jason
Explore facial recognition and machine learning in React & Gatsby. Build an app to identify photos, discuss ethical implications, and learn about AI algorithms and implementation.
Fun with Machine Learning - Part 2 - With Gant Laborde - Learn With Jason
Explore facial recognition with face-api.js to add spooky masks to photos. Learn TensorFlow-powered techniques for Halloween-themed image manipulation and machine learning applications.
Fun With Machine Learning - Learn With Jason
Explore facial recognition with face-api.js in this Halloween-themed tutorial. Learn to add spooky masks to photos using TensorFlow-powered machine learning techniques.
Face Detection with Python - Live Coding
Explore Python face detection models for age, race, emotion, and keypoints. Compare results and implement various techniques in this hands-on coding session.
Facial Recognition on Video with Python
Learn to implement facial recognition in video using Python, covering encoding, labeling, and real-time detection techniques for efficient and accurate face identification.
Facial Recognition with Python and the Face_recognition Library
Learn to implement facial recognition in Python using the face_recognition library. Covers setup, encoding, and drawing rectangles around detected faces.
How Can Neural Networks Identify Fake Face Images?
Explore neural networks' ability to detect fake face images using Grad-CAM algorithm. Learn about datasets, model training, and visualization techniques for understanding AI decision-making in image classification.
Detecting Masked Faces in the Pandemic World
Explore deep learning techniques for detecting masked faces during the pandemic with Vladimir Iglovikov, a Sr. Computer Vision Engineer at Lyft and Kaggle Grandmaster.
An Approach to Dynamically Integrate Heterogeneous AI Components in Multimodal User Authentication - tinyML Asia 2021
Approach to dynamically integrate heterogeneous AI components for multimodal user authentication, focusing on flexibility, performance, and energy efficiency in battery-powered devices.
Face Detection with OpenCV
Learn face detection using OpenCV and Python on Raspberry Pi Zero. Explore object detection, AI, neural networks, and computer vision fundamentals. Practical implementation and insights provided.
Face Detection Using OpenCV Using a Raspberry Pi Zero
Learn face detection with OpenCV on Raspberry Pi Zero. Covers installation, object detection basics, neural networks, and practical implementation using Python. Includes live demo and next steps.
Intelligent Machines for Smarter Social Policies - Tackling Inequality and Mass Incarceration
Explore how AI and machine learning can revolutionize social policy, addressing issues like inequality and mass incarceration, with insights from Harvard economist Sendhil Mulanthainan.
Synthetic Data for Identity Systems - Face Synthesis Detection
Explore face synthesis detection techniques for identity systems, focusing on synthetic data generation and its applications in enhancing security and privacy.
Fairness in Commercial Face Recognition Algorithms - Session 3
Explore fairness issues in commercial facial recognition systems, examining biases and ethical implications for diverse populations.