Vision Transformer

Can Vision Transformers Surpass CNNs in Image Recognition?

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Can Vision Transformers Surpass CNNs in Image Recognition?

Machine Heart reports Machine Heart Editorial Department In the field of computer vision, Convolutional Neural Networks (CNNs) have always been dominant. However, researchers are continuously attempting to apply Transformers from the NLP domain to cross-disciplinary studies, with some achieving quite impressive results. Recently, an anonymous ICLR 2021 submission paper directly applied the standard Transformer to … Read more

Practical Guide to Object Detection Using Vision Transformer

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Practical Guide to Object Detection Using Vision Transformer

Click the card below to follow the WeChat public account “Python for Beginners” Object detection is a core task in computer vision that drives the development of technologies ranging from autonomous vehicles to real-time video surveillance. It involves detecting and locating objects within an image, and recent advances in deep learning have made this task … Read more