From HDA to 3D Print: Creating a Personalized Ornament in Houdini

September is the perfect time for making gifts, especially if you’re making them yourself. My experiment this week was to create a Houdini Digital Asset (HDA) that generates a personalized snowflake ornament.

The experiment was a prototype to see how far I could take Houdini for creating personalized, fabrication-ready assets. I used an L-system to generate the snowflake shape and added a parameter that lets me type in any text for the personalized area. For my first test, I used my family’s name — The Smiths.

Once I had a working HDA, I exported an STL file and was so excited that I drove to the library to get it 3D printed.

I had jumped the gun a little.

The person who runs the 3D printer at our library immediately spotted a few issues with my first attempt. First, the bars holding the name weren’t flush with the rest of the design — something I had simply overlooked in my excitement.

He also recommended making the back of the ornament completely flat. I had beveled both the front and back, but because the print is built up layer by layer from the print bed, a flat back gives it a better surface to start from.

Finally, he suggested checking the design to make sure all of the narrow sections were at least 2 mm wide.

So I went back home and worked on those issues.

The next morning, I went back into Houdini and worked through the fixes. I used a Clip node to flatten the back, making sure to fill the cut surface so the model stayed watertight. I thickened the PolyWire geometry that formed the snowflake, increased the depth in Z, and adjusted the bars around the name so their backs were flush with the rest of the design.

Back to the library I went. This time, it was deemed good enough for a test.

I was asked to choose an infill percentage—10%, 20%, or 30%—which controls how much material fills the interior of the print. He recommended 20% as a good starting point, so that’s what I chose.

After about ten minutes, my ornament was printed! Another five minutes for it to cool, and I had an actual object made from my Houdini setup.

The total cost: $1.

It was gray, though. The library uses each spool until it runs out, so I didn’t get to choose the color. For this print, I added a coat of gold acrylic paint—and finally, it looked like the ornament I had imagined. Seeing the design move from an L-system in Houdini to a finished physical ornament was deeply satisfying. There are plenty of directions I could take the tool from here, but for this first version, three snowflake designs and one successfully printed ornament felt like the right place to call it finished.




My AIML Capstone Project – BuyIt! Image Classification

https://github.com/lorigreensmith06/AIML_Capstone

For my final project in the AI & Machine Learning certification program, I created a prototype for an e-commerce platform called BuyIt! — a tool designed to help customers find vendors at local markets, like farmers’ markets and small stores. I chose this problem because of my strong interest in small businesses and my desire to help people connect locally.

I also wanted to explore how AI can be used to classify images, and this project gave me a chance to dive into computer vision for the first time. I’m proud that I gained a solid understanding of how AI works — and even more excited that it was so effective in solving the problem.


Algorithms I Tested

I implemented and compared the following classification algorithms to determine which best classified product images:

  • Decision Trees
  • Logistic Regression
  • K-Nearest Neighbors (KNN)
  • Support Vector Classifier (SVC)
  • Neural Networks
  • Transfer Learning (fine-tuning a pre-trained MobileNetV2 model)

Despite some challenges with the dataset — including noisy labels and uneven class distributions — I was able to achieve 87% accuracy using transfer learning. By fine-tuning MobileNetV2 on my custom image set, I was able to significantly boost performance while reducing training time.

I further improved accuracy to 92% using ensemble methods, combining several of the simpler models that performed well in specific categories.


Reflection and Future Work

While all of this might not seem directly related to my previous work, I was genuinely curious about AI and wanted to explore it more deeply — because I’m certain it will play a major role in our future. I hope that I may have a place in that future too, especially by helping people find ways to insert their creativity into AI.

I’m especially interested in the overlap between computer graphics and neural networks, and I feel like I’ve only just scratched the surface. This project was a starting point, and I’m excited to keep going.

AI and Machine Learning and more

I’m back with some new skills! I just completed an AI & Machine Learning program through Berkeley Engineering and the Haas School of Business.

This 6-month course was a real challenge — we started with foundational models and worked our way up to neural networks. After 24 weeks of hands-on programming, modeling, and learning, I finished with a Capstone project and earned my certificate just yesterday.

It feels like a huge accomplishment, and I’m excited to build on what I’ve learned.
Here’s the certificate — and I’ll share more about my Capstone project in the next post!


Playing with AI

It’s been a while since I’ve posted but now I have something fun that I made.  This is made with AI.  I asked ChatGPT (with DALL-E) to make a Matisse like image of a book with flowers, birds and an open book.  Then I took it into Photoshop and played with editing certain sections of the image with the Generative Fill command in Photoshop.  I’m pretty happy with how it’s turning out.  It would have taken me a long time to make something that intricate, but I’m happy with the result and it’s close to result that I was trying to get.

We Are Better Together

This is artwork I created for my sister’s school.  She asked for some people holding hands in a heart shape.  They plan to use this artwork for t-shirts, cups, and posters.

 

Typography Poster Project

Here is my final project for the latest graphic design class that I took – Typography.   It was interesting that the instructor taught us to research the type to get a better idea of the history of it and in what context to use it.

Poster Project

This is the final project of my Fundamentals in Graphic Design class. Here is a poster that I made using all of the ideas of image making, color, font, and composition.

Wine Company Logo

I took another shot at a contest on 99designs.  This time I made a logo for a wine company.  The design was inspired by the flow of wine when it’s poured into a glass.  The company wanted something organic that stood out so I made a dragon serpent.  I’m learning so much with these little projects and I still have interest in doing more of them.  I really need to focus on typography.  I plan to focus on that next.  It seems like such a good way to strengthen a design.

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