martinnormark neural-mesh-simplification issues

martinnormark / neural-mesh-simplification

Un-official and WIP Implementation of the Neural Mesh Simplification paper

MIT License

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about training details

#33 SMY19999 closed 1 month ago
2
Implement Overlapping triangles loss

#32 martinnormark closed 3 months ago
0
Implement Edge Crossings loss

#31 martinnormark closed 3 months ago
0
Implement Triangle Collision loss

#30 martinnormark closed 3 months ago
0
Implement Probabilistic Surfaces Distance loss

#29 martinnormark closed 3 months ago
1
Implement loss functions for model

#28 martinnormark closed 3 months ago
0
Develop main simplification function

#27 martinnormark closed 3 months ago
0
Test core components

#26 martinnormark opened 3 months ago
0
Test loss functions

#25 martinnormark opened 3 months ago
0
Test evaluation metrics

#24 martinnormark opened 3 months ago
0
Test data loading and preprocessing

#23 martinnormark opened 3 months ago
0
Implement Probabilistic Chamfer Distance loss

#20 martinnormark closed 3 months ago
0
Implement `face_classifier` for triangle probability

#18 martinnormark closed 3 months ago
1
Implement `edge_predictor` sparse attention network

#17 martinnormark closed 3 months ago
1
Develop the `point_sampler` network

#16 martinnormark closed 3 months ago
0
Implement validation during training

#15 martinnormark opened 3 months ago
0
Add logging and checkpointing

#14 martinnormark opened 3 months ago
0
Implement robust training pipeline

#13 martinnormark opened 3 months ago
0
Implement timing/efficiency measurements

#12 martinnormark opened 3 months ago
0
Create edge preservation metric

#11 martinnormark closed 3 months ago
0
Add normal consistency metric

#10 martinnormark closed 3 months ago
0
Implement Chamfer distance metric

#9 martinnormark closed 3 months ago
0
Create a LICENSE file

#8 martinnormark closed 3 months ago
0
ABC test meshes of concern

#7 martinnormark opened 3 months ago
0
Create easy way to load sample 3D meshes from the ABC dataset

#6 martinnormark closed 3 months ago
0
Setup conda environment

#5 martinnormark closed 3 months ago
0
Create dataset, loading and pre-processing utilities

#2 martinnormark closed 3 months ago
0
Create requirements.txt

#1 martinnormark closed 3 months ago
0