openai/shap-e: Revolutionizing 3D Object Generation
openai/shap-e is a remarkable tool that enables the generation of 3D objects conditioned on text or images. This cutting-edge technology offers a unique and innovative approach to 3D modeling.
With openai/shap-e, users can create a wide variety of 3D objects. For instance, imagine generating a chair that looks like an avocado or an airplane that resembles a banana. The possibilities are truly endless.
To get started with openai/shap-e, the installation process is straightforward. Users can simply install with pip install -e..
. Additionally, there are several notebooks available to guide users through the process. For example, sample_text_to_3D.ipynb
allows users to sample a 3D model based on a text prompt, while sample_image_to_3D.ipynb
enables the generation of a 3D model based on a synthetic view image.
It's important to note that for the best results, users should remove the background from the input image. Another useful notebook is encode_model.ipynb
, which loads a 3D model or a trimesh, creates a batch of multiview renders and a point cloud, encodes them into a latent, and renders it back. However, to make this work, Blender version 3.3.1 or higher is required, and the environment variable BLENDER_PATH
must be set to the path of the Blender executable.
In conclusion, openai/shap-e is a powerful tool that opens up new possibilities in the world of 3D object generation, providing users with a creative and efficient way to bring their ideas to life in three dimensions.