Face mask detection using machine learning for beginners | Deep Learning Explained!

#DeepLearning #FaceMaskDetection #Python #Keras #MachineLearning #AI #ComputerVision #ConvolutionalNeuralNetworks #VGG16 #TransferLearning #AdamOptimizer #ReLU #CategoricalCrossEntropy #ModelTraining #ModelTesting #TensorFlow #OpenCV #ImageClassification In this video, we delve into the world of deep learning by exploring a face mask detection project implemented using Python and the Keras library. We'll walk you through the process of training a convolutional neural network (CNN) with a pre-trained VGG16 architecture to detect whether a person is wearing a face mask or not. From dataset preparation to model training and testing, you'll gain insights into essential techniques such as transfer learning, Adam optimization, the ReLU activation function, and categorical cross-entropy loss. Join us on this educational journey as we showcase the power of AI in addressing real-world challenges like face mask detection. Github link: https://github.com/akd6203/face_mask_detection Sentiment Analysis of Food Reviews Using Machine Learning: https://www.youtube.com/watch?v=D2t-P3zEeSk Follow me on GitHub: https://github.com/akd6203/ Follow me on Instagram: https://www.instagram.com/cwadtech/ Fashion MNIST classification: https://youtu.be/HZZ_vsVHQ6g Cat and Dog Classification using Machine Learning: https://www.youtube.com/watch?v=d2gJMLP_IMU MNIST Digit Classification using Neural Networks https://www.youtube.com/watch?v=ejqE7ZQwQuM Character Recognition step-by-step: https://youtu.be/Sc_ycuEoGQw Brain Tumor Classification: https://youtu.be/5lgrlddp-98 Here is link for sentiment analysis using sklearn (on food reviews dataset): https://youtu.be/D2t-P3zEeSk If you want to learn complete web development using django in simple way, click on link below: https://youtube.com/playlist?list=PLjgQNOZoi8hRxemMRRJlGSLHn9rg9k9-h If you want to learn Python from scratch in easy way, click on link below: https://youtube.com/playlist?list=PLjgQNOZoi8hQyRiIaCTiGYfgKMyO6GazR Learn CRUD using PHP and MySQL https://youtube.com/playlist?list=PLjgQNOZoi8hRTCP6jjgEH0TnmgpYcw_3C Artificial Intelligence https://www.youtube.com/playlist?list=PLjgQNOZoi8hSmBCMawchaHfzdOuEBspN-