Fork me on GitHub

Project Notes

#437 Meshy

About Meshy, an AI 3D model generator. The Meshy 6 model is quite accomplished at generating and manipulating models from 2D images. Text prompt generation is a little more prone to errors.

Notes

Meshy is an AI 3D model generator. 3D models can be

  • generated from a prompt
  • generated from an image
  • uploaded (e.g. blender)

Once generated, the models can be manipulated with AI assistance:

  • texturing using text prompts or reference images
  • adjust triangle or quad counts, switch topology types
  • automatic rigging

It is possible to experiment with Meshy on their free plan, but to do anything useful (including downloading models), a subscription is required.

I first looked at Meshy back in 2025 when their leading model was Meshy 4. I was not very impressed and did not stick around. The results achieved with their current Meshy 6 model are now quite good.

In particular, generation from recognisable IP or photos is very good, but prompt-based generation is much more prone to impossible artifacts and hallucinations.

The actual Meshy UI has some klunky vibe-coded rough edges! It is functional enough though.

Line Drawing Trial

Image generated with ChatGPT:

create a black and white outline drawing of a taiko drummer, in dramatic pose holding bachi. Only the figure, on a clear background without taiko or other elements

example-1

Not a bad image, but note the legs are not complete. This could be a common challenge for 3D model generators, given incomplete source material.

As a benchmark, let’s first test the legacy Meshy 4 model (soon to be retired). I have never been impressed by this model, and yes, the results are indeed pretty poor..

generated-1a-4

After switching to their latest Meshy 6 model, results are excellent. However, doing a reverse image search, the results are suspiciously close to Ryu from the Street Fighter and Sega Virtua Fighter Akira Yuki. I suspect strong hints in the training data!

generated-1a-6 generated-1b-6

Photo Trial

I started with this image from https://southwestfolklife.org/ken-koshio-taiko-player/

example-1

Let’s see how Meshy performs. I used default settings with their latest Meshy 6 model:

generated-1a-6 generated-1b-6

Prompt Generation

Let’s try Meshy 6 with prompt-based generation. Here’s my promot:

a taiko drummer, in dramatic pose holding bachi in a classic kamae. Only the figure, without taiko or other elements

And the result:

  • hmm, not so good
  • didn’t follow the instructions to only generate the figure
  • hallucinated some weird garb for a taiko player
  • lots of “impossibles”: foot through the taiko stand; clothing fragments that wrap around the arms; bachi fragments hanging in thin air..

generated-1a-6 generated-1b-6

Credits and References

About LCK#437
AI

This page is a web-friendly rendering of my project notes shared in the LittleCodingKata GitHub repository.

Project Source on GitHub Return to the LittleCodingKata Catalog
About LittleCodingKata

LittleCodingKata is my collection of programming exercises, research and code toys broadly spanning things that relate to programming and software development (languages, frameworks and tools).

These range from the trivial to the complex and serious. Many are inspired by existing work and I'll note credits and references where applicable. The focus is quite scattered, as I variously work on things new and important in the moment, or go back to revisit things from the past.

This is primarily a personal collection for my own edification and learning, but anyone who stumbles by is welcome to borrow, steal or reference the work here. And if you spot errors or issues I'd really appreciate some feedback - create an issue, send me an email or even send a pull-request.

Follow the Blog follow projects and notes as they are published in your favourite feed reader