{"data":{"slug":"sharpai-deepcamera","name":"DeepCamera","tagline":"Open-Source AI Camera Skills Platform","github_url":"https://github.com/SharpAI/DeepCamera","owner":"SharpAI","repo":"DeepCamera","owner_avatar_url":"https://avatars.githubusercontent.com/u/36420545?v=4","primary_language":"JavaScript","stars":2960,"forks":461,"topics":["ai","ai-camera","ai-nvr","camera","cctv","computer-vision","deep-learning","face-recognition","home-assistant","home-security","llama-cpp","llm","local-ai","machine-learning","object-detection","python","raspberry-pi","security-camera","video-surveillance","vlm"],"archived":false,"github_pushed_at":"2026-06-18T04:37:54+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/sharpai-deepcamera","markdown_url":"https://www.graphcanon.com/tools/sharpai-deepcamera.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/sharpai-deepcamera","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=sharpai-deepcamera","description":"Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.","homepage_url":"http://www.sharpai.org","license":"MIT","open_issues":12,"watchers":64,"ai_summary":"SharpAI/DeepCamera provides a platform for local VLM video analysis and is equipped with various LLM-powered security features that integrate seamlessly into home surveillance through multiple communication platforms.","readme_excerpt":"## 🚀 Getting Started with [SharpAI Aegis](https://www.sharpai.org)\n\nThe easiest way to run DeepCamera's AI skills. Aegis connects everything — cameras, models, skills, and you.\n\n- 📷 **Connect cameras in seconds** — add RTSP/ONVIF cameras, webcams, or iPhone cameras for a quick test\n- 🤖 **Built-in local LLM & VLM** — llama-server included, no separate setup needed\n- 📦 **One-click skill deployment** — install skills from the catalog with AI-assisted troubleshooting\n- 🔽 **One-click HuggingFace downloads** — browse and run Qwen, DeepSeek, SmolVLM, LLaVA, MiniCPM-V\n- 📊 **Find the best VLM for your machine** — benchmark models on your own hardware with HomeSec-Bench\n- 💬 **Talk to your guard** — via Telegram, Discord, or Slack. Ask what happened, tell it what to watch for, get AI-reasoned answers with footage.\n\n---\n\n### Hardware Acceleration\n\nThe shared [`env_config.py`](skills/lib/env_config.py) **auto-detects your GPU** and converts the model to the fastest native format — zero manual setup:\n\n| Your Hardware | Optimized Format | Runtime | Speedup vs PyTorch |\n|---------------|-----------------|---------|:------------------:|\n| **NVIDIA GPU** (RTX, Jetson) | TensorRT `.engine` | CUDA | **3-5x** |\n| **Apple Silicon** (M1–M4) | CoreML `.mlpackage` | ANE + GPU | **~2x** |\n| **Intel** (CPU, iGPU, NPU) | OpenVINO IR `.xml` | OpenVINO | **2-3x** |\n| **AMD GPU** (RX, MI) | ONNX Runtime | ROCm | **1.5-2x** |\n| **Any CPU** | ONNX Runtime | CPU | **~1.5x** |\n| **[Google Coral USB Accelerator](skills/detection/yolo-detection-2026-coral-tpu/)** | Edge TPU `.tflite` | ai-edge-litert + libedgetpu | **~4ms flat** |","github_created_at":"2019-03-05T14:29:23+00:00","created_at":"2026-07-11T12:23:28.902471+00:00","updated_at":"2026-07-31T06:00:38.646559+00:00","categories":[{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"ai-camera","name":"ai-camera"},{"slug":"cctv","name":"cctv"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"local-ai","name":"local-ai"},{"slug":"object-detection","name":"object-detection"},{"slug":"security-camera","name":"security-camera"},{"slug":"vlm","name":"vlm"}],"trust":{"provenance":{"is_fork":false,"github_id":173961960,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-31T06:00:37.631Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":43,"last_release_at":"2026-03-14T00:43:09Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:23:37.769Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-31T06:00:38.071Z"},"languages":{"value":["javascript"],"source":"github.language","observed_at":"2026-07-31T06:00:38.071Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-31T06:00:38.071Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you want to integrate advanced local VLM video analysis with your home surveillance setup using multiple communication platforms.","If you prefer a platform that supports Mac Mini and custom AI PCs, offering hardware acceleration for various computing devices."],"when_not_to_use":["Avoid if you need cloud-based solutions or services without support for local LLM integration through specific platforms like Telegram or Discord.","Not recommended if your project requires extensive customization beyond the provided skills and you prefer full control over model setup."],"source":"enrich:decision_facts","observed_at":"2026-07-14T18:08:00.317Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"SharpAI/DeepCamera is an open-source AI platform for local video analysis with LLM-powered security features."}]}}