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What is luminoth?

Luminoth is an open-source framework aimed at advancing computer vision projects, primarily concentrating on object detection while also planning to broaden its feature set in the future. Being in the alpha phase, users should keep in mind that both the internal and external interfaces, such as the command line, may experience modifications as the development continues. For those looking to leverage GPU capabilities, it is advisable to install the GPU version of TensorFlow by running pip install tensorflow-gpu; on the other hand, users can choose the CPU version with the command pip install tensorflow. Moreover, Luminoth simplifies the TensorFlow installation process, allowing users to choose either pip install luminoth[tf] for the standard version or pip install luminoth[tf-gpu] if they prefer the GPU version. Furthermore, Luminoth has the potential to greatly enhance various computer vision applications, making it a noteworthy addition to the field.

What is Nullstack?

Create both the frontend and backend components of a feature within a unified structure, enabling the framework to identify the execution context. Nullstack provides an extensive suite of tools designed to help you concentrate on developing your product. Upon the first render, you will receive SEO-friendly HTML optimized for a quick first paint of your route, all packaged in a single request via local functions, eliminating the need for any JavaScript dependencies in the client bundle. After the content is served and the network is idle, Nullstack's JavaScript kicks in, re-establishing the application's state through hydration and evolving it into a single-page application. Future server functions will effortlessly fetch JSON data from a dynamically generated microservice API, deserialize this information, update the application state, and automatically rerender the page without requiring additional setup. This comprehensive stack lifecycle, combined with a focus on features, allows you to write clean, reusable code and removes the burden of creating manual APIs, thus streamlining the development process. Furthermore, this integration cultivates a smooth workflow that not only boosts collaboration among team members but also shortens delivery timelines, ultimately leading to a more efficient output. Such an approach ensures that you can focus on innovation while leveraging the capabilities of modern development frameworks.

Media

Media

Integrations Supported

GitHub
Google Cloud AutoML
Google Cloud Platform
HTML
JSON
Python
TensorFlow

Integrations Supported

GitHub
Google Cloud AutoML
Google Cloud Platform
HTML
JSON
Python
TensorFlow

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

luminoth

Company Website

pypi.org/project/luminoth/

Company Facts

Organization Name

Nullstack

Date Founded

2021

Company Website

nullstack.app/

Categories and Features

Categories and Features

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