8 commits

Author	SHA1	Message	Date
ziesorx	5e59e00c55	fix: classification top-1, dynamic result field, removed crop filter	2025-10-20 14:52:59 +07:00
ziesorx	9e5b5a32ad	fix: bring back gpu usage	2025-09-30 16:23:07 +07:00
ziesorx	8d2a71fcd7	fix: inference in reader thread	2025-09-30 14:21:29 +07:00
ziesorx	fed71046a9	fix: update ffmpeg flags to improve frame handling	2025-09-30 12:20:52 +07:00
ziesorx	31bc91d57b	fix: add ffmpeg flags fix frame delay	2025-09-30 12:06:03 +07:00
Siwat Sirichai	eb57de02c3	fix: update import paths for monitoring modules in FFmpegRTSPReader and HTTPSnapshotReader	2025-09-27 14:57:20 +07:00
Siwat Sirichai	b08ce27de2	Implement comprehensive health monitoring for streams and threads ... - Added RecoveryManager for automatic handling of health issues, including circuit breaker patterns, automatic restarts, and graceful degradation. - Introduced StreamHealthTracker to monitor video stream metrics, including frame production, connection health, and error rates. - Developed ThreadHealthMonitor for detecting unresponsive and deadlocked threads, providing liveness detection and responsiveness testing. - Integrated health checks for streams and threads, reporting metrics and recovery actions to the health monitor. - Enhanced logging for recovery attempts, errors, and health checks to improve observability and debugging.	2025-09-27 12:27:38 +07:00
Siwat Sirichai	2b382210eb	Refactor streaming readers: Split into modular files and implement base class ... - Removed the existing `readers.py` file and created separate modules for `FFmpegRTSPReader`, `HTTPSnapshotReader`, and utility functions. - Introduced an abstract base class `VideoReader` to standardize the interface for video stream readers. - Updated `FFmpegRTSPReader` and `HTTPSnapshotReader` to inherit from `VideoReader` and implement required methods. - Enhanced logging utilities for better readability and maintainability. - Removed `pycuda` from requirements as it is no longer needed.	2025-09-26 20:03:09 +07:00