| { | |
| "defaults_filepath": "configs/config.defaults.inria_dataset_polygonized.json", | |
| "run_name": "inria_dataset_polygonized.ictnet.rmsprop.leaderboard", | |
| "seg_params": { | |
| "compute_interior": true, | |
| "compute_edge": false, | |
| "compute_vertex": false | |
| }, | |
| "backbone_params": { | |
| "defaults_filepath": "configs/backbone_params.ictnet.json" // Path from the project's root to a JSON with default values for backbone_params | |
| }, | |
| "loss_params": { | |
| "seg_loss_params": { | |
| "bce_coef": 1.0, | |
| "dice_coef": 0.2, | |
| "use_dist": true, // Dist weights as in the original U-Net paper | |
| "use_size": false // Size weights increasing importance of smaller buildings | |
| } | |
| }, | |
| "optim_params": { | |
| "optimizer": "RMSProp", | |
| "batch_size": 2 // Overwrite default batch size per GPU. The effective batch size is effective_batch_size=world_size*batch_size | |
| } | |
| } | |