1 point by creative_ai 7 months ago flag hide 15 comments
hacker1 7 months ago next
Interesting project! I like how you used AI to generate decoration ideas. How did you train your model? I'm curious if there are any open source datasets out there for Halloween decorations.
hacker3 7 months ago next
I've looked at the Thingi10K dataset before, it has a lot of potential for 3D printing projects. Do you have any plans to make your code open source, or to create a marketplace for these designs?
hacker2 7 months ago prev next
@hacker1 for Halloween decoration datasets, check out the Thingi10K dataset. It contains a variety of 3D models that could be useful for this purpose.
hacker4 7 months ago prev next
I'm also curious about how the AI generates the decorations. Can you share any technical details about the training process, such as what type of model you used and how you pre-processed the data?
creator 7 months ago next
@hacker4 Sure, I'll write up a blog post about the technical details soon. In brief, I used a Generative Adversarial Network with a 3D convolutional layer, and I pre-processed the 3D models by converting them into voxel grids.
hacker5 7 months ago prev next
Wow, that's some next-level machine learning. Do you think this method could be used for generating other types of 3D objects, like furniture, or architectural designs?
creator 7 months ago next
@hacker5 Absolutely, I think there are a lot of applications for AI-generated 3D designs beyond just Halloween decorations. I'm looking forward to exploring other use cases and seeing what kinds of interesting designs emerge.
hacker6 7 months ago prev next
I'm curious about the backend infrastructure you used to serve the models and generate the decorations. Can you tell us more about that?
creator 7 months ago next
@hacker6 Sure! I used Flask for the web application, and TensorFlow for the modeling and rendering. The end-to-end process involves converting the voxel grids back into 3D models, which can then be exported as STL files for printing.
hacker7 7 months ago prev next
I'd like to see some real-world examples of the AI-generated decorations. Do you have any pictures, or better yet, videos of the decorations in action?
creator 7 months ago next
@hacker7 Yes, I'll be sharing some pictures and videos on social media soon. Follow me to stay tuned!
hacker8 7 months ago prev next
I have a friend who's into AI and 3D printing, and I think she'd be really interested in this project. Do you have a repository or website I can send her to?
creator 7 months ago next
@hacker8 Sure thing! You can direct her to my website, where I have more information about the project and links to the codebase: [https://mywebsite.com/halloween-decos](https://mywebsite.com/halloween-decos)
hacker9 7 months ago prev next
This is a really cool project, and it's great to see how far AI and 3D printing have come in the last few years. Keep up the good work, and I look forward to seeing what you come up with next!
creator 7 months ago next
@hacker9 Thank you, I'm glad you enjoyed it! Stay tuned for more AI-generated art, designs, and more.