project_abyssos / anima_module.yaml
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schema_version: "1.0"
module:
name: abyssos
version: "0.1.0"
display_name: "ABYSSOS — Metric Depth Estimation via PromptDA"
description: "Sparse LiDAR-prompted metric depth estimation using PromptDA ViT-S/L models for dense depth map generation"
category: perception.depth_estimation
license: Apache-2.0
paper: "PromptDA: Prompt Depth Anything"
capabilities:
provides:
- type: depth_estimation
subtype: metric_lidar_prompted
- type: depth_completion
subtype: sparse_to_dense
interface:
inputs:
- name: rgb_image
ros2_type: sensor_msgs/msg/Image
- name: lidar_sparse
ros2_type: sensor_msgs/msg/PointCloud2
outputs:
- name: depth_map
ros2_type: sensor_msgs/msg/Image
- name: confidence_map
ros2_type: sensor_msgs/msg/Image
hardware:
platforms:
- name: linux_x86
backends: [onnxruntime_cuda, onnxruntime_cpu]
- name: nvidia_jetson
backends: [tensorrt, onnxruntime_cuda]
performance:
profiles:
- platform: linux_x86
model: abyssos-base
backend: onnxruntime_cuda
fps: 15
latency_p50_ms: 50
safety:
failure_mode: returns_empty
timeout_ms: 500
health_topic: /anima/abyssos/health
composability:
pairs_well_with:
- perception.slam
- perception.point_cloud
conflicts_with: []
container:
image: ghcr.io/robotflow-labs/anima-abyssos:0.1.0
port: 8081