pytorch3d.implicitron.models.implicit_function
- pytorch3d.implicitron.models.implicit_function.base
- pytorch3d.implicitron.models.implicit_function.decoding_functions
DecoderActivationDecoderFunctionBaseElementwiseDecoderMLPWithInputSkipsMLPWithInputSkips.n_layersMLPWithInputSkips.input_dimMLPWithInputSkips.output_dimMLPWithInputSkips.skip_dimMLPWithInputSkips.hidden_dimMLPWithInputSkips.input_skipsMLPWithInputSkips.skip_affine_transMLPWithInputSkips.last_layer_bias_initMLPWithInputSkips.last_activationMLPWithInputSkips.use_xavier_initMLPWithInputSkips.forward()
MLPDecoderTransformerWithInputSkipsTransformerEncoderLayer
- pytorch3d.implicitron.models.implicit_function.idr_feature_field
IdrFeatureFieldIdrFeatureField.feature_vector_sizeIdrFeatureField.d_inIdrFeatureField.d_outIdrFeatureField.dimsIdrFeatureField.geometric_initIdrFeatureField.biasIdrFeatureField.skip_inIdrFeatureField.weight_normIdrFeatureField.n_harmonic_functions_xyzIdrFeatureField.pooled_feature_dimIdrFeatureField.encoding_dimIdrFeatureField.forward()
- pytorch3d.implicitron.models.implicit_function.neural_radiance_field
NeuralRadianceFieldBaseNeuralRadianceFieldBase.n_harmonic_functions_xyzNeuralRadianceFieldBase.n_harmonic_functions_dirNeuralRadianceFieldBase.n_hidden_neurons_dirNeuralRadianceFieldBase.latent_dimNeuralRadianceFieldBase.input_xyzNeuralRadianceFieldBase.xyz_ray_dir_in_camera_coordsNeuralRadianceFieldBase.color_dimNeuralRadianceFieldBase.use_integrated_positional_encodingNeuralRadianceFieldBase.get_xyz_embedding_dim()NeuralRadianceFieldBase.allows_multiple_passes()NeuralRadianceFieldBase.forward()
NeuralRadianceFieldImplicitFunctionNeRFormerImplicitFunction
- pytorch3d.implicitron.models.implicit_function.scene_representation_networks
SRNRaymarchFunctionSRNRaymarchFunction.n_harmonic_functionsSRNRaymarchFunction.n_hidden_unitsSRNRaymarchFunction.n_layersSRNRaymarchFunction.in_featuresSRNRaymarchFunction.out_featuresSRNRaymarchFunction.latent_dimSRNRaymarchFunction.xyz_in_camera_coordsSRNRaymarchFunction.raymarch_functionSRNRaymarchFunction.forward()
SRNPixelGeneratorSRNRaymarchHyperNetSRNRaymarchHyperNet.n_harmonic_functionsSRNRaymarchHyperNet.n_hidden_unitsSRNRaymarchHyperNet.n_layersSRNRaymarchHyperNet.n_hidden_units_hypernetSRNRaymarchHyperNet.n_layers_hypernetSRNRaymarchHyperNet.in_featuresSRNRaymarchHyperNet.out_featuresSRNRaymarchHyperNet.latent_dim_hypernetSRNRaymarchHyperNet.latent_dimSRNRaymarchHyperNet.xyz_in_camera_coordsSRNRaymarchHyperNet.forward()
SRNImplicitFunctionSRNHyperNetImplicitFunctionSRNHyperNetImplicitFunction.latent_dim_hypernetSRNHyperNetImplicitFunction.latent_dimSRNHyperNetImplicitFunction.hypernetSRNHyperNetImplicitFunction.pixel_generatorSRNHyperNetImplicitFunction.create_hypernet()SRNHyperNetImplicitFunction.hypernet_tweak_args()SRNHyperNetImplicitFunction.forward()SRNHyperNetImplicitFunction.on_bind_args()
- pytorch3d.implicitron.models.implicit_function.utils
- pytorch3d.implicitron.models.implicit_function.voxel_grid
VoxelGridValuesBaseVoxelGridBaseVoxelGridBase.align_cornersVoxelGridBase.paddingVoxelGridBase.modeVoxelGridBase.n_featuresVoxelGridBase.resolution_changesVoxelGridBase.evaluate_world()VoxelGridBase.evaluate_local()VoxelGridBase.get_shapes()VoxelGridBase.get_resolution()VoxelGridBase.get_output_dim()VoxelGridBase.change_resolution()VoxelGridBase.get_resolution_change_epochs()VoxelGridBase.get_align_corners()VoxelGridBase.crop_world()VoxelGridBase.crop_local()
FullResolutionVoxelGridValuesFullResolutionVoxelGridCPFactorizedVoxelGridValuesCPFactorizedVoxelGridVMFactorizedVoxelGridValuesVMFactorizedVoxelGridValues.vector_components_xVMFactorizedVoxelGridValues.vector_components_yVMFactorizedVoxelGridValues.vector_components_zVMFactorizedVoxelGridValues.matrix_components_xyVMFactorizedVoxelGridValues.matrix_components_yzVMFactorizedVoxelGridValues.matrix_components_xzVMFactorizedVoxelGridValues.basis_matrix
VMFactorizedVoxelGridVoxelGridModuleVoxelGridModule.voxel_grid_class_typeVoxelGridModule.voxel_gridVoxelGridModule.extentsVoxelGridModule.translationVoxelGridModule.init_stdVoxelGridModule.init_meanVoxelGridModule.hold_voxel_grid_as_parametersVoxelGridModule.param_groupsVoxelGridModule.forward()VoxelGridModule.set_voxel_grid_parameters()VoxelGridModule.get_output_dim()VoxelGridModule.subscribe_to_epochs()VoxelGridModule.get_device()VoxelGridModule.crop_self()VoxelGridModule.get_grid_points()
- pytorch3d.implicitron.models.implicit_function.voxel_grid_implicit_function
VoxelGridImplicitFunctionVoxelGridImplicitFunction.voxel_grid_densityVoxelGridImplicitFunction.voxel_grid_colorVoxelGridImplicitFunction.harmonic_embedder_xyz_density_argsVoxelGridImplicitFunction.harmonic_embedder_xyz_color_argsVoxelGridImplicitFunction.harmonic_embedder_dir_color_argsVoxelGridImplicitFunction.decoder_density_class_typeVoxelGridImplicitFunction.decoder_densityVoxelGridImplicitFunction.decoder_color_class_typeVoxelGridImplicitFunction.decoder_colorVoxelGridImplicitFunction.use_multiple_streamsVoxelGridImplicitFunction.xyz_ray_dir_in_camera_coordsVoxelGridImplicitFunction.scaffold_calculating_epochsVoxelGridImplicitFunction.scaffold_resolutionVoxelGridImplicitFunction.scaffold_empty_space_thresholdVoxelGridImplicitFunction.scaffold_occupancy_chunk_sizeVoxelGridImplicitFunction.scaffold_max_pool_kernel_sizeVoxelGridImplicitFunction.scaffold_filter_pointsVoxelGridImplicitFunction.volume_cropping_epochsVoxelGridImplicitFunction.forward()VoxelGridImplicitFunction.allows_multiple_passes()VoxelGridImplicitFunction.subscribe_to_epochs()VoxelGridImplicitFunction.decoder_density_tweak_args()VoxelGridImplicitFunction.create_decoder_density_impl()VoxelGridImplicitFunction.decoder_color_tweak_args()VoxelGridImplicitFunction.create_decoder_color_impl()