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martinnormark
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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
2 weeks ago
2
Implement Overlapping triangles loss
#32
martinnormark
closed
2 months ago
0
Implement Edge Crossings loss
#31
martinnormark
closed
2 months ago
0
Implement Triangle Collision loss
#30
martinnormark
closed
2 months ago
0
Implement Probabilistic Surfaces Distance loss
#29
martinnormark
closed
2 months ago
1
Implement loss functions for model
#28
martinnormark
closed
2 months ago
0
Develop main simplification function
#27
martinnormark
closed
2 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
2 months ago
0
Implement `face_classifier` for triangle probability
#18
martinnormark
closed
2 months ago
1
Implement `edge_predictor` sparse attention network
#17
martinnormark
closed
2 months ago
1
Develop the `point_sampler` network
#16
martinnormark
closed
2 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
2 months ago
0
Create requirements.txt
#1
martinnormark
closed
3 months ago
0