project_nott / anima_module.yaml
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schema_version: "1.0"
module:
name: nott
version: "0.1.0"
display_name: "NOTT — Thermal Depth Estimation and SLAM (T-RefNet)"
description: "Real-time depth estimation and visual SLAM from monocular thermal camera input for GPS-denied navigation"
category: perception.depth_estimation
license: Apache-2.0
paper: "Thermal Image Refinement with Depth Estimation (arXiv:2603.14998, Mar 2026)"
capabilities:
provides:
- type: depth_estimation
subtype: thermal_monocular
- type: slam
subtype: thermal_visual
interface:
inputs:
- name: thermal_image
ros2_type: sensor_msgs/msg/Image
outputs:
- name: depth_map
ros2_type: sensor_msgs/msg/Image
- name: pose
ros2_type: geometry_msgs/msg/PoseStamped
hardware:
platforms:
- name: linux_x86
backends: [onnxruntime_cuda, onnxruntime_cpu]
- name: nvidia_jetson
backends: [tensorrt, onnxruntime_cuda]
performance:
profiles:
- platform: linux_x86
model: nott-base
backend: onnxruntime_cuda
fps: 20
latency_p50_ms: 35
safety:
failure_mode: returns_empty
timeout_ms: 500
health_topic: /anima/nott/health
composability:
pairs_well_with:
- perception.slam
- defense.threat_detection
conflicts_with: []
container:
image: ghcr.io/robotflow-labs/anima-nott:0.1.0
port: 8104