Software Engineering Meets Computer Vision With Vision-LSTM
Vision-LSTM uses xLSTM as a generic building block for vision tasks, outperforming CNNs in performance & efficiency, with applications in image classification, object detection & semantic segmentation.
This is a Plain English Papers summary of a research paper called Vision-LSTM: xLSTM as Generic Vision Backbone. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview Proposes a new vision backbone called Vision-LSTM that uses extended Long Short-Term Memory (xLSTM) as a generic building block Aims to improve the performance and efficiency of vision models compared to standard convolutional neural networks (CNNs) Demonstrates the versatility of Vision-LSTM by applying it to various vision tasks, including image clas...