Ml3d operators

Operators to perform machine learning operations on 3D data

File level operators

File level operators are operators that compute results from a single file on a single cloud instance.

Evaluation

• Evaluate semantic segmentation

Scf

• Semantic inference scf
• Semantic training scf

Knn

• Knn classification

Rfcr

• Semantic inference rfcr
• Semantic training rfcr

Pointcept

• Semantic inference pt v2m2
• Semantic inference pt v3m1
• Semantic inference spunet
• Semantic training pt v2m2
• Semantic training pt v3m1
• Semantic training spunet

Minkowskiengine

• Universal inference
• Universal training
• Vertices estimation inference
• Vertices estimation training
• Wireframe estimation inference
• Wireframe estimation training

Folder level operators

Folder level operators are operators that compute results for each file in the folder on a massive parallel setup by using multiple cloud instances.

Evaluation

• Evaluate semantic segmentation folder

Scf

• Semantic inference scf folder
• Semantic training scf folder

Knn

• Knn classification folder

Rfcr

• Semantic inference rfcr folder
• Semantic training rfcr folder

Pointcept

• Semantic inference pt v2m2 folder
• Semantic inference pt v3m1 folder
• Semantic inference spunet folder
• Semantic training pt v2m2 folder
• Semantic training pt v3m1 folder
• Semantic training spunet folder

Minkowskiengine

• Universal inference folder
• Universal training folder
• Vertices estimation inference folder
• Vertices estimation training folder
• Wireframe estimation inference folder
• Wireframe estimation training folder