ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation
We introduce "ImageDream," an innovative image-prompt, multi-view diffusion
model for 3D object generation. ImageDream stands out for its ability to
produce 3D models of higher quality compared to existing state-of-the-art,
image-conditioned methods. Our approach utilizes a canonical camera
coordination for the objects in images, improving visual geometry accuracy. The
model is designed with various levels of control at each block inside the
diffusion model based on the input image, where global control shapes the
overall object layout and local control fine-tunes the image details. The
effectiveness of ImageDream is demonstrated through extensive evaluations using
a standard prompt list. For more information, visit our project page at
https://Image-Dream.github.io.
656fdcfa86937e43fff8cf4c
Peng Wang
656fdcfa86937e43fff8cf4d
Yichun Shi
admin_assigned
2023-12-06T11:48:57.983Z
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Shi
user
Yichun
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation
We introduce "ImageDream," an innovative image-prompt, multi-view diffusion
model for 3D object generation. ImageDream stands out for its ability to
produce 3D models of higher quality compared to existing state-of-the-art,
image-conditioned methods. Our approach utilizes a canonical camera
coordination for the objects in images, improving visual geometry accuracy. The
model is designed with various levels of control at each block inside the
diffusion model based on the input image, where global control shapes the
overall object layout and local control fine-tunes the image details. The
effectiveness of ImageDream is demonstrated through extensive evaluations using
a standard prompt list. For more information, visit our project page at
https://Image-Dream.github.io.
ImageDream is a multi-view diffusion model for 3D object generation that uses image prompts to produce high-quality 3D models with improved visual geometry accuracy.
image-prompt multi-view diffusion model 3D object generation canonical camera coordination global control local control