scottchronicity

scottchronicity/orpheus

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

1 stars 1 forks 1 watchers Python MIT License

active-inference behavioral-ecology bioacoustics birdnet computer-vision conservation-technology edge-ai edge-computing iot jetson-orin machine-learning mqtt nvidia-jetson onnx python pytorch reinforcement-learning tflite wildlife-monitoring

20 Open Issues Need Help Last updated: Sep 1, 2026

Open Issues Need Help

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[INFRA] Make the end-to-end test harness install opt-in 21 days ago

good first issue type: infrastructure component: ui-dash component: devops roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] Collapse hierarchical audio labels in the Audio Events view 21 days ago

good first issue type: feature component: ui-dash roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] Species links on each row of the bird detections table 21 days ago

good first issue type: feature component: ui-dash roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[REFACTOR] One clip-existence check, shared 21 days ago

good first issue type: refactor component: common component: ui-dash roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[DOCS] Keep the project comparison page accurate 21 days ago

help wanted good first issue type: documentation roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[HARDWARE] Dynamic Thermal Throttling & Load Shedding 21 days ago

help wanted type: feature component: infra domain: hardware C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] External Species Links on Birds Page 22 days ago

good first issue type: feature component: common component: agent component: ui-dash C4: Component roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[DEVOPS] Docker Compose "Simulacrum" Dev Environment (#152) 22 days ago

help wanted good first issue type: infrastructure component: devops C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[INFRA] Contributor Guardrail Automation 22 days ago

good first issue type: infrastructure component: devops C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[INFRA] Implement BATS (Bash Automated Testing System) 22 days ago

help wanted good first issue type: infrastructure component: infra C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[INFRA] DRY Makefile Architecture with OS/Arch Detection 22 days ago

good first issue type: infrastructure component: infra C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[REFACTOR] OpenTelemetry (OTel) Migration (#95) 22 days ago

help wanted type: refactor component: common domain: observability C4: Component roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] Weatherproof Field Display for the Floating Tank 22 days ago

help wanted type: feature component: infra domain: hardware C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[SAFETY] Hardware Circuit Breakers via MCP Middleware 22 days ago

good first issue type: feature type: safety component: common domain: mcp domain: hardware C4: Component roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[HARDWARE] Implement MCP Server for ALSA Audio Playback 22 days ago

help wanted type: feature component: agent domain: mcp domain: hardware C4: Container roadmap

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[ARCH] Generalize the EntityEvent State Space Taxonomy 3 months ago

help wanted type: feature component: common domain: active-inference C4: Component stale

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[TEST] Full BDD End-to-End Testing Pipeline 4 months ago

help wanted type: feature type: infrastructure domain: active-inference C4: System Context stale

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] Personal Observer Mobile App (Push Alerts) 4 months ago

help wanted type: feature component: ui-dash C4: Container stale

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[SPIKE] Durable Event Backend Evaluation (Redis Streams vs NATS vs Kafka) 4 months ago

help wanted type: spike component: common domain: event-bus C4: Container stale

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring

[FEATURE] Ecowitt Weather Station Integration (#153) 4 months ago

good first issue type: feature component: common component: agent domain: observability C4: System Context stale

scottchronicity/orpheus

1

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Python

#active-inference#behavioral-ecology#bioacoustics#birdnet#computer-vision#conservation-technology#edge-ai#edge-computing#iot#jetson-orin#machine-learning#mqtt#nvidia-jetson#onnx#python#pytorch#reinforcement-learning#tflite#wildlife-monitoring