ITK VS emsdk

The itkImage.h header is ITK's standard n-dimensional image data structure.

In this post, we review how the Insight Toolkit (ITK) leverages the first-interaction GitHub Action to communicate our appreciation of the efforts of first-time contributors, establish norms for behavior, and provide civil pointers on where to find more information.

Jupyter has emerged as a fundamental component in artificial intelligence (AI) solution development and scientific inquiry. Jupyter notebooks are prevelant in modern education, commercial applications, and academic research. The Insight Toolkit (ITK) is an open source, cross-platform toolkit for N-dimensional processing, segmentation, and registration used to obtain quantitative insights from medical, biomicroscopy, material science, and geoscience images. The ITK community highly values scientific reproducibility and software sustainability. As a result, advanced computational methods in the toolkit have a dramatically larger impact because they can be reproducibly applied in derived research or commercial applications.

It also depends heavily on the toolchain. One of the first successful toolkits used to circumvent image-based security measures was ITK, originally a toolkit for medical image processing. That's not even using AI (at least back then). Here you build "piplines" by lego'ing together functions like building blocks, there are rules to it, but the sleek interface design make it very versatile. It was a nightmare to devise ways to counteract, since the crucial processing steps could easily be switched around as long as the linear algebra made sense. And when you have a toolchain excelling in fourier-space based analysis and interaction, the linear algebra makes sense in a lot of different orders of doing steps.

Yeah, Prolog is pretty cool!

Another technology I found interesting too learn is ITK (https://itk.org/). You need a different mindset using ITK than other image processing libraries.

Lisp is cool as well.

And fully homomorphic encryption.

VTK is a powerful visualization package, but it's more for working with 3D FEM/CFD data. There are lots of things in there though, so it may be useful. The sister project Paraview is an application which can be used to work with data interactively. Both have great Python support. There is also ITK which is focused on with image data, like medical scans - never used it, though.

One place that I’ve found some real, open source unit tests to look at for an example is in the emsdk for emscripten: https://emscripten.org

Your default path was set by emsdk, given where the path is pointing. Your modified path is the path the installer linked in the Godot docs sets, just typically that kind of stuff doesn't override existing variables. This is a good thing to keep in mind in general as if you end up having to use a different version for something else in the future and just install it expecting the installer to update it for you, you will likely run into the same issue.

Emscipten C/C++ to WebAssembly compiler.

I am playing around with Emscipten which wraps around clang to compile C/C++ code in WASM binary and provide some glue-code API to embed WASM binary into JavaScript. Look into MDN Docs and Emscripten SDK to get started.

Elm is a different approach that compiles into JavaScript. In the extreme case, you have Emscripten which will compile many language into JavaScript but will feel really clumsy compared to using JavaScript in a lot of cases.

https://emscripten.org/ ?

SQLite is a pretty popular database and it's a critical dependency for many different applications. By compiling it to Wasm32-wasi, you can add it to any WebAssembly module.

This enables a new set of possibilities for Wasm and SQLite. For example, now you can run a full WordPress application in the browser [1][2] / server [3] using the same Wasm module. Note that for the browser these projects use Emscripten [4], but in the future the same Wasm32-wasi module will work.

In general, any environment that includes a wasm runtime can potentially run applications that uses SQLite under the hood. Before, it wasn't possible.

- [1] https://wordpress.wasmlabs.dev/

- [2] https://developer.wordpress.org/playground/demo/

- [3] https://wasmlabs.dev/articles/running-wordpress-with-mod-was...

- [4] https://emscripten.org/

The emscripten interface for the assimp library. It runs entirely in the browser, and allows you to import 40+ 3D file formats and access the result in JSON or glTF format. This is not a full port of assimp, but an easy to use interface to access it's functionality.

Three.js is written in JS and loads like a JS library on a modern website. Godot is a binary application transpiled to WASM (with the help of emscripten), resulting in a pretty large initial payload. Godot provides JS integration, but it feels less "native" with its layers of abstraction.