maxim
friendship-globe
maxim | friendship-globe | |
---|---|---|
1 | 1 | |
943 | 1 | |
1.6% | - | |
0.0 | 8.3 | |
11 months ago | 8 months ago | |
Python | JavaScript | |
Apache License 2.0 | GNU General Public License v3.0 only |
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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 “MaxViT: Multi-Axis Vision Transformer”, 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 “MAXIM: Multi-Axis MLP for Image Processing” 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.
friendship-globe
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mlp project
Hello everypony I’m bronygamedev, a self taught game developer. Today I want to share a project I’ve been working on since the end of r/place 2023. friendship globe. It's a place where you can place 1 rainbow every 24hr (it gets removed at midnight), it’s meant to symbolize even though where in different country's where still united through the MLP fandom. the project was written in Godot 3 using gdscript. The project is currently in alpha so its vary buggy, and there are no official servers. If you want to contribute to this project you can find it on GitHub. OK, that's all Bye 👋.
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
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maxvit - [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
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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
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.
Windows-terminal-context-menu - 📃 This is a simple script to add right click context menu for your best Windows terminal ❤