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Functions235 in github.com/EnyaHermite/PicassoPlus

⨍ Functions 235◇ Types & classes 49
↓ 18 callersMethodrotate_point_cloud
Randomly rotate the point clouds to augment the dataset rotation is vertical Input: Nx3 array, original point c
picasso/augmentor.py:12
↓ 11 callersMethodlog_string
(self, out_str)
fit.py:19
↓ 9 callersMethod__init__
(self, method='max')
picasso/mesh/layers.py:270
↓ 8 callersMethodflip_point_cloud
Randomly flip the point cloud. Input: Nx3 array, original point clouds Return: Nx3 array, fli
picasso/augmentor.py:137
↓ 8 callersMethodrandom_drop_vertex
(vertex, face, label, drop_rate=0.1, prob=0.5, return_face_mask=False)
picasso/augmentor.py:77
↓ 8 callersMethodrandom_scale_point_cloud
Randomly scale the point cloud. Input: Nx3 array, original point clouds Return: Nx3 array, sc
picasso/augmentor.py:124
↓ 7 callersFunction_filter_variable_
(shape, stddev=1.0, use_xavier=True)
picasso/mesh/layers.py:10
↓ 6 callersMethodjitter_point_cloud
Randomly jitter point heights. Input: Nx3 array, original point clouds Return: Nx3 array, jittere
picasso/augmentor.py:63
↓ 4 callersMethod__init__
(self, method='max')
picasso/point/layers.py:129
↓ 3 callersMethod__init__
(self, in_channels, out_channels, growth_rate, spharm_L, radius, max_iter=2, max_nn=None, wit
picasso/networks/pi2_blocks.py:9
↓ 3 callersFunction_filter_variable_
(shape, stddev=1.0, use_xavier=True)
picasso/point/layers.py:11
↓ 3 callersFunctionrange_search
(xyz_data, xyz_query, nv_data, nv_query, radius, max_nn)
picasso/point/utils.py:15
↓ 3 callersMethodrot_z
(angle)
picasso/augmentor.py:288
↓ 3 callersMethodrotate_perturbation_point_cloud
Randomly perturb the point clouds by small rotations Input: Nx3 array, original point clouds Return:
picasso/augmentor.py:34
↓ 2 callersMethod_collate_fn_
(self, batch_data)
picasso/mesh/dataset_scene.py:87
↓ 2 callersFunctioncombine_clusters_
inputs: repA: (batch_points,) int32 array, vertex clustering information of LARGE input mapA: (batch_points,) int32 ar
picasso/mesh/pi_modules/decimate.py:55
↓ 2 callersFunctioncompute_triangle_geometry_
Compute normals of the facets (0-order: no interpolation)
picasso/mesh/pi_modules/decimate.py:70
↓ 2 callersFunctionevaluate
(model, loss_fn, mesh_files, label_files, transform_fn, class_names, device)
eval/eval_scene_dense.py:6
↓ 2 callersMethodget_oriented_normals
(self, geometry_in, vertex, face)
picasso/networks/scene_seg.py:117
↓ 2 callersMethodget_oriented_normals
(self, geometry_in, vertex, face)
picasso/networks/shape_seg.py:119
↓ 2 callersMethodget_oriented_normals
(self, geometry_in, vertex, face)
picasso/networks/shape_cls.py:109
↓ 2 callersMethodjitter_color
Randomly jitter colors. Input: Nx3 array, original point colors Return: Nx3 array, jittered point
picasso/augmentor.py:170
↓ 2 callersMethodrot_x
(angle)
picasso/augmentor.py:264
↓ 2 callersMethodrot_y
(angle)
picasso/augmentor.py:276
↓ 2 callersMethodshift_color
Randomly shift color. Input: Nx3 array, original point colorss Return: Nx3 array, shifted point
picasso/augmentor.py:156
↓ 2 callersMethodshift_point_cloud
Randomly shift point cloud. Input: Nx3 array, original point clouds Return: Nx3 array, shifted po
picasso/augmentor.py:111
↓ 2 callersFunctiontorch_sph_harm_reorder
(L, phi, theta)
picasso/math_utils.py:10
↓ 1 callersFunctionSPH3Dkernel_
Input: database: (concat_Np, 3+) float32 array, database points (x,y,z,...) query: (concat_Mp, 3+) float32 array, query points
picasso/point/pi_modules/buildkernel.py:5
↓ 1 callersMethod__init__
(self, batch_size=1, max_nv=1000000)
picasso/mesh/dataset_scene.py:58
↓ 1 callersMethod_build_point_graph_
(self, xyz, nv_in, nn_uplimit=None)
picasso/networks/pi2_blocks.py:56
↓ 1 callersMethod_trunc_batch_
(self)
picasso/mesh/dataset_scene.py:76
↓ 1 callersMethodbackward
(ctx, grad_output)
picasso/mesh/pi_modules/conv3d.py:16
↓ 1 callersFunctioncompute_triangle_geometry
(vertex, face)
picasso/mesh/utils.py:16
↓ 1 callersFunctioncount_vertex_adjface_
Count the number of adjacent faces for output vertices, i.e. {vtMap[i] | vtMap[i]>=0},
picasso/mesh/pi_modules/decimate.py:88
↓ 1 callersFunctioncube_search
(xyz_data, xyz_query, nv_data, nv_query, length, nnsample=None, gridsize=4)
picasso/point/utils.py:21
↓ 1 callersFunctioncube_search_
Input: database: (concat_Np, 3) float32 array, database points query: (concat_Mp, 3) float32 array, query points lengt
picasso/point/pi_modules/nnquery.py:36
↓ 1 callersFunctiondownload_and_extract
(url)
data/download_extract_shapes.py:6
↓ 1 callersFunctionedge2face_label
(objPath, clsName)
preprocess/process_coseg_label.py:12
↓ 1 callersFunctionedge2face_label
(objPath)
preprocess/process_human_label.py:13
↓ 1 callersMethodevaluate
(self, testloader, report_iou=False, class_names=None)
fit.py:71
↓ 1 callersFunctionevaluate_iou
(gt_labels, pred_labels, class_names)
eval/eval_scene_dense.py:61
↓ 1 callersMethodevaluate_iou
(self, gt_labels, pred_labels, class_names)
fit.py:120
↓ 1 callersMethodextract_facet_geometric_features
(self, vertex, face, normals)
picasso/networks/scene_seg.py:85
↓ 1 callersMethodextract_facet_geometric_features
(self, vertex, face, normals)
picasso/networks/shape_seg.py:87
↓ 1 callersMethodextract_facet_geometric_features
(self, vertex, face, normals)
picasso/networks/shape_cls.py:77
↓ 1 callersFunctionfps_
input: database: (Np, 3) float32 array, database points nvDatabase: (batch_size) int32 vector, number of input points of each b
picasso/point/pi_modules/sample.py:5
↓ 1 callersFunctionfuzzySPH3Dkernel_
Input: database: (concat_Np, 3+) float32 array, database points (x,y,z,...) query: (concat_Mp, 3+) float32 array, query points
picasso/point/pi_modules/buildkernel.py:24
↓ 1 callersFunctionknn3_search_
Input: database: (concat_Np, 3) float32 array, database points query: (concat_Mp, 3) float32 array, query points Output:
picasso/point/pi_modules/nnquery.py:67
↓ 1 callersFunctionmesh_decimation
(vertexIn, faceIn, geometryIn, nvIn, mfIn, nvSample, useArea=True, wgtBnd=1.)
picasso/mesh/utils.py:8
↓ 1 callersFunctionmesh_decimation_
inputs: vertexIn: (batch_npoints, 3+) float32 array, concatenated points with/without features faceIn: (batch_nfaces, 3) in
picasso/mesh/pi_modules/decimate.py:5
↓ 1 callersMethodproj_to_sphere
(self, xyz)
picasso/mesh/layers.py:341
↓ 1 callersMethodproj_to_sphere
(xyz)
picasso/point/layers.py:168
↓ 1 callersFunctionrange_search_
Input: database: (concat_Np, 3+x) float32 array, database points query: (concat_Mp, 3) float32 array, query points rad
picasso/point/pi_modules/nnquery.py:5
↓ 1 callersMethodreset_parameters
(self)
picasso/mesh/layers.py:43
↓ 1 callersMethodreset_parameters
(self)
picasso/mesh/layers.py:95
↓ 1 callersMethodreset_parameters
(self)
picasso/mesh/layers.py:152
↓ 1 callersMethodreset_parameters
(self)
picasso/mesh/layers.py:222
↓ 1 callersMethodreset_parameters
(self)
picasso/mesh/layers.py:312
↓ 1 callersMethodreset_parameters
(self)
picasso/point/layers.py:47
↓ 1 callersMethodreset_parameters
(self)
picasso/point/layers.py:102
↓ 1 callersMethodtrain_one_epoch
(self, trainloader, epoch_index)
fit.py:24
FunctionAvgPool3d
picasso/point/pi_modules/source/pcloud_pool3d.cpp:86
FunctionAvgPool3dGrad
picasso/point/pi_modules/source/pcloud_pool3d.cpp:118
FunctionBuildCubeNeighbor
picasso/point/pi_modules/source/nnquery.cpp:80
FunctionBuildNearestNeighbor
picasso/point/pi_modules/source/nnquery.cpp:131
FunctionBuildSphereNeighbor
picasso/point/pi_modules/source/nnquery.cpp:29
FunctionCombineClusters
picasso/mesh/pi_modules/source/decimate.cpp:95
FunctionCountVertexAdjface
picasso/mesh/pi_modules/source/decimate.cpp:132
FunctionDepthwiseConv3d
picasso/point/pi_modules/source/pcloud_conv3d.cpp:30
FunctionDepthwiseConv3dGrad
picasso/point/pi_modules/source/pcloud_conv3d.cpp:72
FunctionFarthestPointSample
picasso/point/pi_modules/source/sample.cpp:20
FunctionFuzzyDepthwiseConv3d
picasso/point/pi_modules/source/pcloud_conv3d.cpp:119
FunctionFuzzyDepthwiseConv3dGrad
picasso/point/pi_modules/source/pcloud_conv3d.cpp:166
FunctionFuzzySphericalKernel
picasso/point/pi_modules/source/buildkernel.cpp:68
FunctionMaxPool3d
picasso/point/pi_modules/source/pcloud_pool3d.cpp:23
FunctionMaxPool3dGrad
picasso/point/pi_modules/source/pcloud_pool3d.cpp:57
FunctionMeshAvgPool3d
picasso/mesh/pi_modules/source/mesh_pool3d.cpp:89
FunctionMeshAvgPool3dGrad
picasso/mesh/pi_modules/source/mesh_pool3d.cpp:119
FunctionMeshDecimation
picasso/mesh/pi_modules/source/decimate.cpp:26
FunctionMeshInterpolate
picasso/mesh/pi_modules/source/mesh_unpool3d.cpp:20
FunctionMeshInterpolateGrad
picasso/mesh/pi_modules/source/mesh_unpool3d.cpp:48
FunctionMeshMaxPool3d
picasso/mesh/pi_modules/source/mesh_pool3d.cpp:29
FunctionMeshMaxPool3dGrad
picasso/mesh/pi_modules/source/mesh_pool3d.cpp:61
FunctionPYBIND11_MODULE
picasso/mesh/pi_modules/source/mesh_pool3d.cpp:151
FunctionPYBIND11_MODULE
picasso/mesh/pi_modules/source/mesh_conv3d.cpp:272
FunctionPYBIND11_MODULE
picasso/mesh/pi_modules/source/decimate.cpp:164
FunctionPYBIND11_MODULE
picasso/mesh/pi_modules/source/mesh_unpool3d.cpp:81
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/sample.cpp:51
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/pcloud_pool3d.cpp:152
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/pcloud_conv3d.cpp:218
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/buildkernel.cpp:118
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/nnquery.cpp:174
FunctionPYBIND11_MODULE
picasso/point/pi_modules/source/pcloud_unpool3d.cpp:85
FunctionSphericalKernel
picasso/point/pi_modules/source/buildkernel.cpp:20
FunctionWeightedInterpolate
picasso/point/pi_modules/source/pcloud_unpool3d.cpp:20
FunctionWeightedInterpolateGrad
picasso/point/pi_modules/source/pcloud_unpool3d.cpp:52
Method__call__
(self, ckpt_epoch, num_epochs, trainloader, testloader, write_dir, report_iou=False, class_na
fit.py:145
Method__call__
(self, cart_coords)
picasso/mesh/layers.py:348
Method__call__
(self, vertex_in, face_in, nv_in, mf_in)
picasso/mesh/utils.py:42
Method__call__
(self, data)
picasso/mesh/dataset_scene.py:63
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