project_urd / anima_module.yaml
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schema_version: "1.0"
module:
name: urd
version: 0.1.0
display_name: "URD — UniScale Unified Scale-Aware Multi-View 3D Reconstruction"
description: >
Unified scale-aware multi-view 3D reconstruction for robotic perception.
Combines camera intrinsics, extrinsics, metric depth, and 3D point cloud
generation into a single neural network forward pass.
category: perception.reconstruction_3d
license: Apache-2.0
paper: "https://arxiv.org/abs/2602.23224"
capabilities:
provides:
- type: reconstruction
subtype: multiview_3d
- type: depth_estimation
subtype: metric_scale
interface:
inputs:
- name: multi_view_images
ros2_type: sensor_msgs/msg/Image
- name: camera_info
ros2_type: sensor_msgs/msg/CameraInfo
outputs:
- name: depth
ros2_type: sensor_msgs/msg/Image
- name: pointcloud
ros2_type: sensor_msgs/msg/PointCloud2
- name: scale
ros2_type: std_msgs/msg/Float32
hardware:
platforms:
- name: linux_x86
backends: [onnxruntime_cuda, onnxruntime_cpu]
performance:
profiles:
- platform: linux_x86
model: urd-uniscale
backend: onnxruntime_cuda
fps: 5
latency_p50_ms: 200
safety:
failure_mode: returns_empty
timeout_ms: 1000
health_topic: /anima/urd/health
composability:
pairs_well_with: []
conflicts_with: []
container:
image: ghcr.io/robotflow-labs/anima-urd:0.1.0
port: 8080