| { |
| "model_name": "pre-trained-v2", |
| "version": "2.0.0", |
| "description": "Physics-based 3D object deformation models", |
| "architecture": "encoder-decoder", |
| "framework": "pytorch", |
| "available_models": [ |
| { |
| "name": "base", |
| "description": "Base object deformation model", |
| "training_samples": 277, |
| "file_size_mb": 360, |
| "files": [ |
| "base.obj", |
| "base-encoder.pt", |
| "base-decoder.pt", |
| "base-1000-encoder.pt", |
| "base-1000-decoder.pt" |
| ] |
| }, |
| { |
| "name": "pot", |
| "description": "Pot object deformation model", |
| "training_samples": 433, |
| "file_size_mb": 367, |
| "files": [ |
| "pot.obj", |
| "pot-encoder.pt", |
| "pot-decoder.pt", |
| "pot-1000-encoder.pt", |
| "pot-1000-decoder.pt" |
| ] |
| }, |
| { |
| "name": "squirrel", |
| "description": "Squirrel object deformation model", |
| "training_samples": 0, |
| "file_size_mb": 0, |
| "files": [ |
| "squirrel.obj", |
| "squirrel-encoder.pt", |
| "squirrel-decoder.pt", |
| "squirrel-1000-encoder.pt", |
| "squirrel-1000-decoder.pt" |
| ] |
| }, |
| { |
| "name": "bunny", |
| "description": "Bunny object deformation model", |
| "training_samples": 0, |
| "file_size_mb": 0, |
| "files": [ |
| "bunny.obj", |
| "bunny-encoder.pt", |
| "bunny-decoder.pt", |
| "bunny-1000-encoder.pt", |
| "bunny-1000-decoder.pt" |
| ] |
| }, |
| { |
| "name": "lion", |
| "description": "Lion object deformation model", |
| "training_samples": 0, |
| "file_size_mb": 0, |
| "files": [ |
| "lion.obj", |
| "lion-encoder.pt", |
| "lion-decoder.pt", |
| "lion-1000-encoder.pt", |
| "lion-1000-decoder.pt" |
| ] |
| } |
| ], |
| "model_config": { |
| "encoder": { |
| "type": "mlp_with_attention", |
| "input_dim": 9, |
| "hidden_dims": [512, 256, 128], |
| "output_dim": 64 |
| }, |
| "decoder": { |
| "type": "geometric_reconstruction", |
| "input_dim": 64, |
| "hidden_dims": [128, 256, 512], |
| "output_dim": 3 |
| }, |
| "training": { |
| "optimizer": "adam", |
| "learning_rate": 1e-4, |
| "batch_size": 32, |
| "epochs": 1000, |
| "loss_function": "combined_geometric_physics" |
| } |
| }, |
| "requirements": { |
| "python": ">=3.8", |
| "pytorch": ">=1.9.0", |
| "numpy": ">=1.21.0", |
| "trimesh": ">=3.9.0" |
| }, |
| "license": "Apache-2.0", |
| "authors": ["Your Name"], |
| "contact": "your.email@example.com" |
| } |
|
|
