Coin3D Outperforms Image-Based Methods in 3D Generation Accuracy | HackerNoon

The article discusses a new method for 3D object generation that leverages proxy-guided conditioning throughout the generation process. It provides an in-depth comparison with conventional image-based methods, emphasizing its advantages through qualitative analyses and experiments. Sections detail the interactive generation workflow and highlight additional functionalities like part editing. Moreover, comprehensive experiments are conducted, including comparisons against state-of-the-art techniques and ablation studies to dissect the framework's design, affirming the method's robustness and versatility in 3D object generation.

"We first compare our method with image-based 3D generation in Sec. 4.1, and compare with controllable 3D object generation methods in Sec. 4.2."

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