| { | |
| "library_name": "torch-pointcloud", | |
| "name": "pointnet.scanobjectnn-hardest.openpoints", | |
| "task": "classification", | |
| "hparams": { | |
| "in_channels": 1, | |
| "num_classes": 15, | |
| "dropout": 0.5, | |
| "mlp1_channels": [ | |
| 64, | |
| 64 | |
| ], | |
| "mlp2_channels": [ | |
| 64, | |
| 128, | |
| 1024 | |
| ], | |
| "tnet_mlp1_dims": [ | |
| 64, | |
| 128, | |
| 1024 | |
| ], | |
| "tnet_mlp2_dims": [ | |
| 512, | |
| 256 | |
| ], | |
| "head_channels": [ | |
| 512, | |
| 256 | |
| ], | |
| "act_first": false, | |
| "act_last": false, | |
| "input_transform_uses_features": true | |
| }, | |
| "input_keys": [ | |
| "x", | |
| "pos", | |
| "batch" | |
| ], | |
| "dataset": "scanobjectnn-hardest", | |
| "metrics": { | |
| "OA": 75.16, | |
| "mAcc": 71.44 | |
| }, | |
| "classes": [ | |
| "bag", | |
| "bin", | |
| "box", | |
| "cabinet", | |
| "chair", | |
| "desk", | |
| "display", | |
| "door", | |
| "shelf", | |
| "table", | |
| "bed", | |
| "pillow", | |
| "sink", | |
| "sofa", | |
| "toilet" | |
| ], | |
| "author": "openpoints", | |
| "license": "MIT" | |
| } | |