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_...
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