maxim
Windows-terminal-context-menu
| maxim | Windows-terminal-context-menu | |
|---|---|---|
| 1 | 2 | |
| 943 | 411 | |
| 1.6% | - | |
| 0.0 | 0.0 | |
| 11 months ago | over 1 year ago | |
| Python | PowerShell | |
| Apache License 2.0 | - |
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maxim
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GOOGLE new computer vision multi-axis approach improves high level tasks, such as object detection, as well as motion deblurring, denoising, deraining
Today we present a new multi-axis approach that is simple and effective, improves on the original ViT and MLP models, can better adapt to high-resolution, dense prediction tasks, and can naturally adapt to different input sizes with high flexibility and low complexity. Based on this approach, we have built two backbone models for high-level and low-level vision tasks. We describe the first in âMaxViT: Multi-Axis Vision Transformerâ, to be presented in ECCV 2022, and show it significantly improves the state of the art for high-level tasks, such as image classification, object detection, segmentation, quality assessment, and generation. The second, presented in âMAXIM: Multi-Axis MLP for Image Processingâ at CVPR 2022, is based on a UNet-like architecture and achieves competitive performance on low-level imaging tasks including denoising, deblurring, dehazing, deraining, and low-light enhancement. To facilitate further research on efficient Transformer and MLP models, we have open-sourced the code and models for both MaxViT and MAXIM.
Windows-terminal-context-menu
What are some alternatives?
maxim-pytorch - [CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
wt.context.menu - đ This is a simple script to add right click context menu for your best Windows terminal â¤
maxvit - [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
context_menu - An open-source python library that provides functionality to editing OS context menus.
GIMP-ML - AI for GNU Image Manipulation Program
WSL-Context-Menu-Manager - Manages the context menu for your Linux tools in WSL/WSL2 for Windows.
swin2sr - Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
mySIMBL - :package: Plugin manager for macOS
friendship-globe
Windots - My personal "Windows-friendly" dotfiles.
Restormer - [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.