#MambaVision

MambaVision is a hybrid vision backbone merging self-attention and mixer blocks, achieving leading performance in accuracy and throughput. Utilizing a symmetric path without SSM, this PyTorch model enhances global context processing. Available on Hugging Face and GitHub, MambaVision pre-trained models process images of any resolution, adhering to CC-BY-NC-SA-4.0 licensing. Suitable for tasks like classification, detection, and segmentation, it offers multi-scale features over 4 stages. Integration is seamless via pip or Hugging Face.