| { | |
| "library_name": "torch-pointcloud", | |
| "name": "pointnet.modelnet40.jiawei-ren", | |
| "task": "classification", | |
| "hparams": { | |
| "in_channels": 0, | |
| "num_classes": 40, | |
| "dropout": 0.3, | |
| "mlp1_channels": [ | |
| 64 | |
| ], | |
| "mlp2_channels": [ | |
| 128, | |
| 1024 | |
| ], | |
| "tnet_mlp1_dims": [ | |
| 64, | |
| 128, | |
| 1024 | |
| ], | |
| "tnet_mlp2_dims": [ | |
| 512, | |
| 256 | |
| ], | |
| "head_channels": [ | |
| 512, | |
| 256 | |
| ], | |
| "act_first": false, | |
| "act_last": false | |
| }, | |
| "input_keys": [ | |
| "x", | |
| "pos", | |
| "batch" | |
| ], | |
| "dataset": "modelnet40", | |
| "metrics": { | |
| "OA": 90.68, | |
| "mAcc": 86.54 | |
| }, | |
| "classes": [ | |
| "airplane", | |
| "bathtub", | |
| "bed", | |
| "bench", | |
| "bookshelf", | |
| "bottle", | |
| "bowl", | |
| "car", | |
| "chair", | |
| "cone", | |
| "cup", | |
| "curtain", | |
| "desk", | |
| "door", | |
| "dresser", | |
| "flower_pot", | |
| "glass_box", | |
| "guitar", | |
| "keyboard", | |
| "lamp", | |
| "laptop", | |
| "mantel", | |
| "monitor", | |
| "night_stand", | |
| "person", | |
| "piano", | |
| "plant", | |
| "radio", | |
| "range_hood", | |
| "sink", | |
| "sofa", | |
| "stairs", | |
| "stool", | |
| "table", | |
| "tent", | |
| "toilet", | |
| "tv_stand", | |
| "vase", | |
| "wardrobe", | |
| "xbox" | |
| ], | |
| "author": "jiawei-ren", | |
| "license": "Apache-2.0" | |
| } | |