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AI | Machine Learning | Tech on Instagram: "Here is a simple visualization of a pretrained network with 95% accuracy on MNIST. The convolutional layer helps reduce the input size and helps the model learn only the most important features of the numbers. 📸: far1din (yt) #ai #chatgpt #aitools #openai #aitips #machinelearning #deeplyai"
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Insightforge | AI & Data Science on Instagram: "Convolutions are fundamental operations in deep learning, especially within Convolutional Neural Networks (CNNs). They work by applying a small matrix, known as a kernel (or filter), that slides across an input image to detect key features like edges, textures, or shapes. At each step, the kernel multiplies its values with the pixels underneath and sums them up, creating a feature map that emphasizes certain patterns. For instance, in the MNIST dat
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