One-Shot Camera-Based Optimization Boosts 3D Printing Speed
Paper#3D Printing / Additive Manufacturing🔬 Research|Analyzed: Jan 3, 2026 06:22•
Published: Dec 31, 2025 15:03
•1 min read
•ArXivAnalysis
This paper presents a practical and accessible method to improve the print quality and speed of standard 3D printers. The use of a phone camera for calibration and optimization is a key innovation, making the approach user-friendly and avoiding the need for specialized hardware or complex modifications. The results, demonstrating a doubling of production speed while maintaining quality, are significant and have the potential to impact a wide range of users.
Key Takeaways
- •Introduces a one-shot calibration method using a phone camera for 3D printer optimization.
- •Improves print quality and speed without requiring specialized hardware or firmware modifications.
- •Achieves a doubling of production speed while maintaining print quality.
- •Offers an accessible solution for high-speed additive manufacturing.
Reference / Citation
View Original"Experiments show reduced width tracking error, mitigated corner defects, and lower surface roughness, achieving surface quality at 3600 mm/min comparable to conventional printing at 1600 mm/min, effectively doubling production speed while maintaining print quality."