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Unetr image segmentation represents a cutting-edge approach in computer vision that combines the power of transformer architectures with the task of pixel-level segmentation. Traditional convolutional neural networks (CNNs) like U-Net have been the standard for segmentation tasks for years, but transformers — originally developed for natural language processing — bring unique strengths, especially in capturing […]

Object detection on YouTube videos is a practical way to take deep learning models out of static image demos and put them into real-world, moving scenarios.Instead of working with a fixed dataset of images, you connect your model to dynamic content such as sports games, tutorials, or traffic cameras that are streamed or hosted on