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[CVPR 2024] DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

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Hi, I find it is a combination, not the concatenation illustrated on paper, right? if self.seperate_all: x_class = self.class_embedf(x[:, self.bbox_dim:self.bbox_dim+self.class_dim, :]) if self.objectness_dim >0: x_object = self.objectness_embedf(x[:, self.bbox_dim+self.class_dim:self.bbox_dim+self.class_dim+self.objectness_dim, :]) else:...

![Capture](https://github.com/tangjiapeng/DiffuScene/assets/170143079/aa98bf46-335a-4b72-9c19-9ca938ae6d93)

I want to create a scene that takes only text as input. However, when I looked at the generate_diffusion.py, there seems to be no codes that takes text as input....

i was already get raw_model_norm_pc_lat32.npz,but i don't know how to get 'raw_model_norm_pc_lat.npz',we don't have 'bed_living_diningrooms_lat.yaml'. I guess the 'bed_living_diningrooms.yaml' is the 'bed_living_diningrooms_lat.yaml' , just the name was mistake. please help...

I want to run preprocessing and training without using the given pretrained model. However, when I execute generate.sh, it causes a FileNotFoundError for weight files(livingrooms_uncond.pt, bedrooms_uncond.pt) like the below figure....

(diffuscene5) root@rtx6:/workspace/caitou/DiffuScene1/scripts# python preprocess_data.py /workspace/caitou/DiffuScene1/3d_front_processed/livingrooms_objfeats_32_64 /workspace/caitou/DiffuScene1/3D-FRONT/3D-FRONT /workspace/caitou/DiffuScene1/3D-FUTURE-model/3D-FUTURE-model /workspace/caitou/DiffuScene1/3D-FUTURE-model/3D-FUTURE-model/model_info.json --dataset_filtering threed_front_livingroom --annotation_file /workspace/caitou/DiffuScene1/config/livingroom_threed_front_splits.csv --add_objfeats libGL error: MESA-LOADER: failed to open swrast: /usr/lib/dri/swrast_dri.so: cannot open shared object file: No such file or...

Where can i find it,please? I can only find `dataset_directory: "/cluster/balrog/jtang/3d_front_processed/bedrooms_objfeats_32_64"`,not bedrooms!

When running "generate.sh", it reports the error "The 'list' object does not have the property 'get_closest_furniture_to_objfeats'." How to solve?

hi, thanks for your excellent work! Is there a trained model available ?

how can i see the scene generated?