maxvit
optc-box-exporter
maxvit | optc-box-exporter | |
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1 | 2 | |
421 | 10 | |
1.9% | - | |
0.0 | 0.0 | |
11 months ago | over 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | - |
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maxvit
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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.
optc-box-exporter
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OPTC Box Manager just got the Image Analyzer component which simplify the replication of your box in the app
All my work is an improvement of the stuff found by https://github.com/Guillem96/optc-box-exporter and https://github.com/CMarah/optc-box-exporter projects. If you want to have additional technical explanation about the implementation, I've written an article about it -> https://github.com/Nagarian/optc-box-manager/wiki/Image-Analyzer
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OPTC Box Exporter - Detect OPTC characters from screenshots
Now that's a coincidence, just yesterday I found out about OPTCbx when looking for a tool like this, I even made a PR about an error I found.
What are some alternatives?
maxim - [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
optc-box-exporter
vision_transformer_tf - This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.
optc-box-manager - An application to help you maintain your OPTC box cleaned
Azure-Computer-Vision-in-a-day-workshop - Azure Computer Vision 4 (March 2023 - Florence) workshop in a day
LLVIP - LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
vision-transformer-from-scratch - A Simplified PyTorch Implementation of Vision Transformer (ViT)
AI-For-Beginners - 12 Weeks, 24 Lessons, AI for All!
astrophotography_stack_align - Align sequence of star field / astro images taken with a stationary camera (stationary relative to all those stars light years away).
liga-pytorch - Let Data Dance with PyTorch Models