filthyrake

filthyrake/telescope_cam_detection

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

34 good first / help-wanted issues · Python · last activity Nov 8, 2025

2 stars 3 forks 2 watchers Python Other

astronomy computer-vision deep-learning fastapi nvidia-gpu object-detection python pytorch real-time-detection rt-detr rtsp telescope websocket wildlife-monitoring

34 Open Issues Need Help Last updated: Nov 8, 2025

Open Issues Need Help

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Security: RTSP URLs with credentials logged and stored in memory 11 months ago

AI Summary: This GitHub issue addresses a medium-security vulnerability where RTSP URLs containing username and password are created and subsequently logged or exposed in error messages. This flaw could lead to sensitive credential leakage. The proposed solution involves implementing a custom log filter to redact credentials from logs and sanitizing exception messages to prevent exposure.

Complexity: 2/5

good first issue medium-priority security

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Accessibility: Web UI lacks keyboard navigation and screen reader support 11 months ago

enhancement good first issue medium-priority accessibility

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Bug: Division by zero risk in rate calculations 11 months ago

bug good first issue medium-priority edge-case

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Enhancement: Add structured logging for better log aggregation 11 months ago

enhancement good first issue observability low-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Enhancement: Add configuration version tracking for migrations 11 months ago

enhancement good first issue configuration low-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Bug: File handle leaks from VideoCapture not released in error paths 11 months ago

bug good first issue medium-priority resource-leak

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Testing: Add performance regression tests with CI integration 11 months ago

good first issue medium-priority performance testing

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Testing: Add tests for configuration hot-reload logic 11 months ago

good first issue medium-priority testing

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Technical Debt: Remove deprecated GroundingDINO code 11 months ago

enhancement good first issue technical-debt low-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Documentation: Add architecture diagrams for data flow and threading 11 months ago

documentation enhancement good first issue low-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Deployment: No log rotation configuration - logs could fill disk 11 months ago

bug good first issue medium-priority deployment

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Deployment: Docker healthcheck doesn't verify response content 11 months ago

bug good first issue medium-priority deployment

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Documentation: Missing troubleshooting guide for common errors 11 months ago

documentation enhancement good first issue medium-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Documentation: FastAPI endpoints lack OpenAPI descriptions and examples 11 months ago

documentation enhancement good first issue medium-priority

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Configuration: No schema validation for YAML files causes cryptic errors 11 months ago

bug good first issue medium-priority configuration

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Code Quality: Broad exception catching hides specific errors 11 months ago

bug good first issue medium-priority code-quality

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Code Quality: Use schema library for configuration validation 11 months ago

enhancement good first issue medium-priority configuration code-quality

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Dependencies: No automated dependency vulnerability scanning 11 months ago

good first issue medium-priority security dependencies

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Dependencies: Unpinned dependencies risk breaking changes 11 months ago

good first issue high-priority dependencies

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Testing: No security-focused tests for authentication and input validation 11 months ago

good first issue high-priority security testing

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Testing: No integration tests for multi-camera initialization and failures 11 months ago

good first issue high-priority testing

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Security: Default web server binds to 0.0.0.0 (all interfaces) 11 months ago

good first issue medium-priority security configuration

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Security: POST endpoints lack CSRF token validation 11 months ago

good first issue medium-priority security

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Security: Bearer token validation susceptible to timing attacks 11 months ago

good first issue medium-priority security

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Security: Missing path validation could allow directory traversal in clips endpoint 11 months ago

good first issue high-priority security

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Add comprehensive input validation for bounding boxes 11 months ago

enhancement good first issue validation

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Optimize motion filter background subtractor reinitialization 11 months ago

enhancement good first issue performance

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Batch GPU tensor operations in YOLOX inference for multiple cameras 11 months ago

AI Summary: The current YOLOX inference system processes each camera's frames independently in separate threads, leading to inefficient GPU utilization due to small batch sizes (1). This issue proposes refactoring the architecture to batch frames from multiple cameras before sending them to the GPU, significantly reducing inference time and increasing GPU throughput. The goal is to transform 120 individual GPU calls per second into 30 batched calls, cutting GPU processing time by 66%.

Complexity: 4/5

enhancement good first issue gpu performance

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Optimize config hot-reload with shallow comparison for unchanged subtrees 11 months ago

enhancement good first issue performance

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Optimize WebSocket detection message serialization with change detection 11 months ago

AI Summary: The GitHub issue describes a performance problem where WebSocket detection messages are unnecessarily serialized and sent to clients, even when the underlying detection data hasn't changed meaningfully (e.g., empty frames, identical counts, minor bounding box movements). This leads to significant CPU overhead and network traffic, especially with multiple clients and high frame rates. The proposed solution involves implementing a change detection mechanism to only send messages when the detection data has truly changed.

Complexity: 3/5

enhancement good first issue performance

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Add performance regression test suite 11 months ago

enhancement good first issue performance

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Standardize error handling patterns across codebase 11 months ago

enhancement good first issue error-handling

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Add integration tests for error recovery scenarios 11 months ago

enhancement good first issue reliability

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring

Add comprehensive type hints throughout codebase 11 months ago

enhancement good first issue

filthyrake/telescope_cam_detection

2

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Python

#astronomy#computer-vision#deep-learning#fastapi#nvidia-gpu#object-detection#python#pytorch#real-time-detection#rt-detr#rtsp#telescope#websocket#wildlife-monitoring