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anima_module.yaml ADDED
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+ schema_version: "1.0"
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+
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+ module:
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+ name: azoth
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+ version: "0.1.0"
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+ display_name: "AZOTH — Open-Vocabulary Object Detection (LLMDet)"
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+ description: "Real-time open-vocabulary object detection from natural language queries using LLMDet (CVPR 2025)"
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+ category: perception.object_detection
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+ license: Apache-2.0
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+ paper: "LLMDet: Large Language Models for Open-Vocabulary Object Detection (CVPR 2025)"
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+
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+ capabilities:
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+ provides:
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+ - type: object_detection
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+ subtype: open_vocabulary
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+ - type: text_grounding
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+ subtype: natural_language
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+
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+ interface:
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+ inputs:
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+ - name: image
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+ ros2_type: sensor_msgs/msg/Image
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+ - name: text_query
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+ ros2_type: std_msgs/msg/String
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+ outputs:
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+ - name: detections
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+ ros2_type: vision_msgs/msg/Detection2DArray
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+
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+ hardware:
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+ platforms:
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+ - name: linux_x86
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+ backends: [onnxruntime_cuda, onnxruntime_cpu]
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+ - name: nvidia_jetson
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+ backends: [tensorrt, onnxruntime_cuda]
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+
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+ performance:
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+ profiles:
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+ - platform: linux_x86
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+ model: azoth-base
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+ backend: onnxruntime_cuda
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+ fps: 20
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+ latency_p50_ms: 40
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+
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+ safety:
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+ failure_mode: returns_empty
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+ timeout_ms: 500
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+ health_topic: /anima/azoth/health
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+
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+ composability:
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+ pairs_well_with:
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+ - perception.tracking
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+ - perception.segmentation
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+ conflicts_with: []
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+
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+ container:
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+ image: ghcr.io/robotflow-labs/anima-azoth:0.1.0
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+ port: 8082