The incredible module mmsegmentation that we can use the more green segmentation model as much as we want. Also this latest model?

A Python module that makes it easy to use the latest models just announced

It is a module that can use the latest model like “announced this year” with a simple code.

from original repo

Machine learning is making progress every day, but it seems difficult to catch up and use it.

A machine learning model in which papers are published steadily and accuracy is steadily increasing.
The code will be released, but it’s hard to visit GitHub and run the code every time it’s announced. .. ..

Do we have to refer to the code for each study?

Even if we try to compare which model is better for our service, the
code format may differ for each project, such as the execution method, execution environment, and required modules, so it takes time to refer to each one.

With mmsegmentation, it’s easy, just select a model and execute it in one shot

mmsegmentation supports many models and can be used in the same execution format.
It supports many new models up to the model announced this year.
Moreover, it can be executed with less code.
It supports the following models. At the time of writing the article, it also includes the most accurate model at the dissertation level. Supports all compatible data sets.

How to use

1. Install mmsegmentation according to the official procedure. You can do it with pip.

2. You can get the config file and checkpoint file from the official lipo model zoo.

3, execution

That’s it.

Official sample colab:

Compare the old and new models and easily use the one that suits your service.

With mmsegmentation, you can access the latest models and choose the one that suits your service.
I think it’s very convenient to be able to use it in a unified module.

🐣

I’m a freelance engineer.
Work consultation
Please feel free to contact us with a brief development description.
rockyshikoku@gmail.com

I am making an app that uses Core ML and ARKit.
We send machine learning / AR related information.

GitHub

Twitter
Medium

--

--

--

Freelance iOS developer. You can ask me for a job from any country. rockyshikoku@gmail.com https://github.com/john-rocky https://twitter.com/JackdeS11

Love podcasts or audiobooks? Learn on the go with our new app.

Revised QML Application Architecture Guide with Flux

EC2 Exercise 1.5: Run a Rails App Built on an EC2 Instance

Github profile readme

A Complete Beginner-Level Python Course to Learn Data Science and Machine Learning

[Leet Code] Consecutive Characters

Serving your web app with DreamFactory

How to add firebase_admob in a Flutter App

3 Reasons Corporate Development Historically Fights Against Agile

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
MLBoy

MLBoy

Freelance iOS developer. You can ask me for a job from any country. rockyshikoku@gmail.com https://github.com/john-rocky https://twitter.com/JackdeS11

More from Medium

Semantic Segmentation with SegFormer

ResNet50 vs ResNeXt50: an experiment with CIFAR10 data

FPGA vs. GPU for Deep Learning —Introduction

THE YOLACT MODEL WITHOUT CUDA