{"slug": "brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for", "title": "Brilliant work by Bhagya Prasad on DEV: a 100% offline, headless TFLite crash detection engine for Flutter. Zero latency, purely on-device Edge AI using raw sensor telemetry in RAM!!", "summary": "Bhagya Prasad Dannina built a pure Dart, 100% offline TFLite crash detection engine for Flutter, using on-device Edge AI with raw sensor telemetry in RAM. The system achieves zero latency and operates without network connectivity, addressing the failure of SOS apps in dead zones.", "body_md": "I was tired of SOS apps failing in dead zones, so I built a pure Dart, 100% offline TFLite crash detection engine.\nBhagya Prasad Dannina\nBhagya Prasad Dannina\nBhagya Prasad Dannina\nFollow\nJun 28\nI was tired of SOS apps failing in dead zones, so I built a pure Dart, 100% offline TFLite crash detection engine.\n#\nshowdev\n#\nflutter\n#\nmachinelearning\n#\nopensource\n16\nreactions\n3\ncomments\n1 min read", "url": "https://wpnews.pro/news/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for", "canonical_source": "https://dev.to/suseela_koduri_5a3086999a/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-detection-engine-for-3edj", "published_at": "2026-08-23 05:12:51+00:00", "updated_at": "2026-08-23 05:43:02.199666+00:00", "lang": "en", "topics": ["machine-learning", "artificial-intelligence", "ai-infrastructure", "ai-products"], "entities": ["Bhagya Prasad Dannina", "TFLite", "Flutter", "Dart"], "alternates": {"html": "https://wpnews.pro/news/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for", "markdown": "https://wpnews.pro/news/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for.md", "text": "https://wpnews.pro/news/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for.txt", "jsonld": "https://wpnews.pro/news/brilliant-work-by-bhagya-prasad-on-dev-a-100-offline-headless-tflite-crash-for.jsonld"}}