SharpAI/DeepCamera
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.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #87 among AI repositories tracked this week, and #87 over the last 30 days; #335 of 2,845 repositories GStars tracks this week (top 12%).
No releases in the last 90 days; the most recent was 215 days ago, with 14 contributors on GitHub.
Use Cases & Benefits
- Provides an open-source AI camera platform enabling local video analysis, object detection, and security monitoring with pluggable AI skills and LLM-powered agents.
- Runs all AI inference locally with hardware-accelerated optimizations for privacy and real-time performance across diverse devices and GPUs.
- Use for building privacy-focused home security systems that analyze and respond to camera feeds via Telegram, Discord, or Slack.
- Use for deploying real-time object detection and scene understanding on edge devices like Jetson Nano or Apple Silicon Macs.
- Use for developing and benchmarking AI skills such as facial recognition, fall detection, and dataset annotation with modular skill architecture.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
DeepCamera's open-source skills give your cameras AI — VLM scene analysis, object detection, person re-identification, all running locally with models like Qwen, DeepSeek, SmolVLM, and LLaVA. Built on proven facial recognition, RE-ID, fall detection, and CCTV/NVR surveillance monitoring, the skill catalog extends these machine learning capabilities with modern AI. All inference runs locally for maximum privacy.
Use DeepCamera's AI skills through a desktop app with LLM-powered setup, agent chat, and smart alerts — connected to your mobile via Discord / Telegram / Slack.
SharpAI Aegis is the desktop companion for DeepCamera. It uses LLM to automatically set up your environment, configure camera skills, and manage the full AI pipeline — no manual Docker or CLI required. It also adds an intelligent agent layer: persistent memory, agentic chat with your cameras, AI video generation, voice (TTS), and conversational messaging via Discord / Telegram / Slack.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
488+31
Open issues
19+7
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 11, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| storytold/artcraft | 35.6K | +20.3K | 75 | 26 days ago |
| ifixai-ai/iFixAi | 30.7K | +6.9K | 75 | 5 days ago |
| heygen-com/hyperframes | 70.8K | +5.6K | 45 | today |
| vxcontrol/pentagi | 32.2K | +5.4K | 75 | 18 days ago |
| calesthio/OpenMontage | 71.2K | +3.2K | 75 | — |
| SharpAI/DeepCamera | 3.1K | +0 | 75 | 215 days ago |
| Category median | 35.6K | +5.6K | 75 | — |
Discover Repositories
Search across tracked repositories by name or description