AI • Machine Learning • Tech on Instagram: "AlexNet, introduced by Alex Krizhevsky and colleagues in 2012, was one of the first deep convolutional neural networks (CNNs) to achieve breakthrough performance on large-scale image recognition tasks, such as the ImageNet competition. To prevent overfitting—a common problem where a model learns training data too specifically and performs poorly on new data—AlexNet used several key techniques. One major method was dropout, which randomly “turns off” so
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🧠 AlexNet changed everything in 2012. It was the first deep neural network to crush ImageNet, and it kickstarted the deep learning revolution. 📸 Trained on millions of images 🧱 8 layers deep (5 conv 3 fully connected) 🔥 ReLU activation for faster training AlexNet proved that deep learning works and opened the door to modern AI. #DeepLearning #AI #NeuralNetworks #AlexNet #ComputerVision #ImageNet #CNN #MachineLearning #AIHistory
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