@@ -17,39 +17,18 @@ goal. For example, it tracks the number of vehicles at the intersection and if t
1717heavy, it reports the reason. The default prompt is tuned to look for weather and accidents
1818as sources of a traffic buildup.
1919
20-
21- ## Version 1.0.0-rc2
22-
23- ** Feb 17, 2026**
24-
2520** New**
2621
27- - Added support for helmchart for the application.
28-
29- ** Improved**
30-
31- - Security vulnerabities in code.
32- - Updated base image to python:3.13-slim.
33-
34-
35- ## Version 1.0.0-rc1
36-
37- ** Feb 17, 2026**
38-
39- ** New**
40-
41- - ** Real-time Traffic Analysis** : Comprehensive directional traffic density monitoring with MQTT integration
42- - ** VLM Integration** : Vision Language Model (VLM)-powered traffic scene analysis with sustained traffic detection
43- - ** Sliding Window Analysis** : 15-second sliding window with 3-second sustained threshold for accurate traffic state detection
44- - ** Camera Image Management** : Intelligent camera image retention and coordination between API and VLM services
45- - ** RESTful API** : Complete HTTP API for traffic summaries, intersection monitoring, and VLM analysis retrieval
46-
47- ** Improved**
48-
49- - ** Concurrency Control** : Semaphore-based VLM worker management for optimal resource utilization
50- - ** Image Retention Logic** : Camera images persist with VLM analysis for consistent data correlation
51- - ** Enhanced Error Handling** : Comprehensive error management across MQTT, VLM, and image services
52- - ** Setup Script Enhancements** : Added ` --build ` option for building service images without starting containers
22+ - ** Real-time Traffic Analysis** : Comprehensive directional traffic density monitoring with MQTT integration.
23+ - ** VLM Integration** : Vision Language Model (VLM)-powered traffic scene analysis with sustained traffic detection.
24+ - ** Sliding Window Analysis** : 15-second sliding window with 3-second sustained threshold for accurate traffic state detection.
25+ - ** Camera Image Management** : Intelligent camera image retention and coordination between API and VLM services.
26+ - ** RESTful API** : Complete HTTP API for traffic summaries, intersection monitoring, and VLM analysis retrieval.
27+ - Support for helmchart for the application is included.
28+ - ** Concurrency Control** : Semaphore-based VLM worker management for optimal resource utilization.
29+ - ** Image Retention Logic** : Camera images persist with VLM analysis for consistent data correlation.
30+ - ** Enhanced Error Handling** : Comprehensive error management across MQTT, VLM, and image services.
31+ - ** Setup Script Enhancements** : ` --build ` option for building service images without starting containers.
5332
5433** Known Issues**
5534
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