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DeepSDFStruct 0.1.dev1+g87b2451ec documentation

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  • DeepSDFStruct
    • DeepSDFStruct.SDF
    • DeepSDFStruct.deep_sdf
      • DeepSDFStruct.deep_sdf.data
      • DeepSDFStruct.deep_sdf.metrics
        • DeepSDFStruct.deep_sdf.metrics.mesh_to_analytical
      • DeepSDFStruct.deep_sdf.models
      • DeepSDFStruct.deep_sdf.networks
        • DeepSDFStruct.deep_sdf.networks.analytic_round_cross
        • DeepSDFStruct.deep_sdf.networks.deep_sdf_decoder
        • DeepSDFStruct.deep_sdf.networks.deep_sdf_decoder_with_homogen
      • DeepSDFStruct.deep_sdf.reconstruction
      • DeepSDFStruct.deep_sdf.training
      • DeepSDFStruct.deep_sdf.workspace
    • DeepSDFStruct.flexicubes
      • DeepSDFStruct.flexicubes.flexicubes
      • DeepSDFStruct.flexicubes.tables
    • DeepSDFStruct.lattice_structure
    • DeepSDFStruct.mesh
    • DeepSDFStruct.optimization
    • DeepSDFStruct.parametrization
    • DeepSDFStruct.plotting
    • DeepSDFStruct.pretrained_models
    • DeepSDFStruct.sampling
    • DeepSDFStruct.sdf_primitives
    • DeepSDFStruct.splinepy_unitcells
      • DeepSDFStruct.splinepy_unitcells.chi_3D
      • DeepSDFStruct.splinepy_unitcells.cross_lattice
      • DeepSDFStruct.splinepy_unitcells.double_lattice_extruded
      • DeepSDFStruct.splinepy_unitcells.snappy_3d
    • DeepSDFStruct.torch_spline
    • DeepSDFStruct.utils
  • <no title>
  • DeepSDFStruct
  • DeepSDFStruct.deep_sdf
  • DeepSDFStruct.deep_sdf.reconstruction

DeepSDFStruct.deep_sdf.reconstruction#

Functions

reconstruct_from_samples(sdf, sdfSample[, ...])

DeepSDFStruct.deep_sdf.reconstruction.reconstruct_from_samples(sdf, sdfSample, num_iterations=1000, lr=0.0005, device='cpu', dtype=torch.float32, loss_fn='ClampedL1', batch_size=512)#
Parameters:
  • sdf (DeepSDFStruct.SDF.SDFBase)

  • sdfSample (DeepSDFStruct.sampling.SampledSDF)

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