{
    "display_name": "FireANTs (IMPACT)",
    "short_description": "Rigid + Affine + SyN driven by the IMPACT deep-feature metric on GPU (FireANTs).",
    "description": "GPU deformable registration with FireANTs where the SyN stage is driven by the KonfAI IMPACT metric \u2014 deep features from one or more pretrained TorchScript models \u2014 instead of an intensity metric. A Rigid (MI) + Affine (MI) linear pre-align seeds a symmetric diffeomorphic SyN optimised with Riemannian Adam against a weighted multi-model feature distance. Produces the moved image and the total displacement field on the fixed grid. FireANTs is an external dependency under the FireANTs License v1.0 (see NOTICE); the feature models are fetched from VBoussot/impact-torchscript-models.",
    "task": "registration",
    "tta": 0,
    "mc_dropout": 0,
    "models": [],
    "inputs": {
        "Fixed": {
            "display_name": "Fixed image",
            "volume_type": "VOLUME",
            "required": true
        },
        "Moving": {
            "display_name": "Moving image",
            "volume_type": "VOLUME",
            "required": true
        },
        "FixedMask": {
            "display_name": "Fixed mask (optional)",
            "volume_type": "SEGMENTATION",
            "required": false,
            "default": "ones"
        },
        "MovingMask": {
            "display_name": "Moving mask (optional)",
            "volume_type": "SEGMENTATION",
            "required": false,
            "default": "ones"
        }
    },
    "outputs": {
        "DisplacementField": {
            "display_name": "Displacement field",
            "volume_type": "VOLUME",
            "required": true
        }
    },
    "inputs_evaluations": {
        "Image": {
            "Evaluation_with_images.yml": {
                "FixedImage": {
                    "display_name": "Fixed image",
                    "volume_type": "VOLUME",
                    "required": true
                },
                "MovingImage": {
                    "display_name": "Moving image",
                    "volume_type": "VOLUME",
                    "required": true
                },
                "Mask": {
                    "display_name": "Evaluation mask",
                    "volume_type": "SEGMENTATION",
                    "required": false
                }
            }
        },
        "Segmentation": {
            "Evaluation_with_seg.yml": {
                "FixedSeg": {
                    "display_name": "Fixed segmentation",
                    "volume_type": "SEGMENTATION",
                    "required": true
                },
                "MovingSeg": {
                    "display_name": "Moving segmentation",
                    "volume_type": "SEGMENTATION",
                    "required": true
                }
            }
        },
        "Landmarks": {
            "Evaluation_with_fid.yml": {
                "FixedFid": {
                    "display_name": "Fixed landmarks",
                    "volume_type": "FIDUCIALS",
                    "required": true
                },
                "MovingFid": {
                    "display_name": "Moving landmarks",
                    "volume_type": "FIDUCIALS",
                    "required": true
                }
            }
        }
    }
}