{"data":{"slug":"sharpai-deepcamera","name":"DeepCamera","tagline":"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, understand","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":2893,"forks":457,"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":"Active","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":11,"watchers":64,"ai_summary":null,"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":"2026-07-11T12:23:40.588947+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"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"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"ai-camera","name":"ai-camera"},{"slug":"ai-nvr","name":"ai-nvr"},{"slug":"camera","name":"camera"},{"slug":"cctv","name":"cctv"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"face-recognition","name":"face-recognition"}],"trust":{"provenance":{"is_fork":false,"github_id":173961960,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T12:23:35.709Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":23,"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":"2026-07-11T12:23:37.450Z"},"languages":{"value":["javascript"],"source":"github.language","observed_at":"2026-07-11T12:23:37.450Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T12:23:37.450Z"}}}}