2d to 3d model recommendations

I am currently working on an e-commerce project, and one of the key requirements is to convert 2D images of products into 3D models. I am seeking advice on the best models or tools available for this task, particularly those that have been proven effective in similar use cases.

The goal is to create accurate and detailed 3D representations of various products from their 2D images. These models need to be efficient in terms of processing time and resource usage. Additionally, the models should be scalable to handle a large catalog of products. Any recommendations for resources, libraries, or tutorials that could help me get started would also be greatly appreciated.

I have tried a few Hugging Face models for 3D model generation, but the outputs haven’t been as accurate or high-quality as needed.