{
    "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 — deep features from one or more pretrained TorchScript models — 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": [
        "model.pt"
    ],
    "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": {
        "MovedImage": {
            "display_name": "Moved image",
            "volume_type": "VOLUME",
            "required": true
        },
        "DisplacementField": {
            "display_name": "Displacement field",
            "volume_type": "VOLUME",
            "required": false
        }
    },
    "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
                }
            }
        }
    }
}