Ali Husain AlHulaimi

Artificial Intelligence Specialization · Cohort 2026

Solidify: Image-to-3D Generation for Additive Manufacturing

What if any 2D image on the internet could become a physical classroom learning aid in minutes? Solidify is an Image-to-3D pipeline that bypasses the need for 3D modeling expertise or expensive cloud GPUs, empowering teachers to produce custom educational models from photos at an 80% cost reduction. Technically, the system supercharges a TRELLIS-2 backbone via LoRA fine-tuning on Thingi10K to conquer real-world 3D printing constraints, while an integrated post-processing engine eliminates floating geometric noise to deliver perfectly watertight, slicer-ready meshes. Instead of a whole class sharing a single untouchable model, Solidify decentralizes hands-on education—transforming abstract digital information into something tangible that students can explore, print, and solidify into physical reality.

Read the final report (PDF)