Updated 1mo ago
by 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.
3.1k GitHub stars (3,132)
+51 in 30 days
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- 24 skills (24 skills found in its SKILL.md files)
- 490 forks (490 forks)
- 1mo ago last update (Last updated 1mo ago)
Install
Skills CLI
npx skills add SharpAI/DeepCamera
Asks which skills and agents to install. Just one: npx skills add SharpAI/DeepCamera --skill depth-estimation — add -g for every project.
Claude Code
git clone https://github.com/SharpAI/DeepCameracp -r "DeepCamera" ~/.claude/skills/DeepCamera
Copies the depth-estimation skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add SharpAI/DeepCamera
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
-
depth-estimation
Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch)
SKILL.md on GitHub (opens in a new tab) -
Cloud Provider Regression Test
Connectivity, chat, JSON & streaming regression tests for all enabled cloud LLM providers
skills/analysis/ on GitHub (opens in a new tab)cloud-provider-regression/ SKILL.md -
Home Security AI Benchmark
LLM & VLM evaluation suite for home security AI applications
skills/analysis/ on GitHub (opens in a new tab)home-security-benchmark/ SKILL.md -
HomeSafe-Bench
VLM indoor safety hazard detection benchmark inspired by HomeSafeBench (arXiv 2509.23690)
skills/analysis/ on GitHub (opens in a new tab)homesafe-bench/ SKILL.md -
SmartHome Video Anomaly Benchmark
VLM evaluation suite for video anomaly detection in smart home camera footage
skills/analysis/ on GitHub (opens in a new tab)smarthome-bench/ SKILL.md -
dataset-annotation
AI-assisted dataset annotation with COCO export — bbox, SAM2, DINOv3 methods
skills/annotation/ on GitHub (opens in a new tab)dataset-annotation/ SKILL.md -
annotation-data
Dataset annotation management — COCO labels, sequences, export, and Kaggle upload
skills/annotation/ on GitHub (opens in a new tab)dataset-management/ SKILL.md -
ha-automation-trigger
Fire Aegis detection events in Home Assistant
skills/automation/ on GitHub (opens in a new tab)ha-trigger/ SKILL.md -
mqtt-automation
Publish Aegis events to MQTT broker
skills/automation/ on GitHub (opens in a new tab)mqtt/ SKILL.md -
webhook-trigger
POST Aegis events to webhook URLs
skills/automation/ on GitHub (opens in a new tab)webhook/ SKILL.md -
camera-provider-eufy
Eufy camera integration — local RTSP streaming and event clips
skills/camera-providers/ on GitHub (opens in a new tab)eufy/ SKILL.md -
camera-provider-reolink
Reolink camera integration — RTSP and HTTP API
skills/camera-providers/ on GitHub (opens in a new tab)reolink/ SKILL.md -
camera-provider-tapo
TP-Link Tapo camera integration — RTSP streaming and ONVIF
skills/camera-providers/ on GitHub (opens in a new tab)tapo/ SKILL.md -
channel-line
LINE messaging channel for Clawdbot agent
skills/channels/ on GitHub (opens in a new tab)line/ SKILL.md -
channel-matrix
Matrix/Element messaging channel for Clawdbot agent
skills/channels/ on GitHub (opens in a new tab)matrix/ SKILL.md -
channel-signal
Signal messaging channel for Clawdbot agent
skills/channels/ on GitHub (opens in a new tab)signal/ SKILL.md -
yolo-detection-2026-coral-tpu-macos
Google Coral Edge TPU — real-time object detection natively (macOS / Linux)
skills/detection/ on GitHub (opens in a new tab)yolo-detection-2026-coral-tpu-macos/ SKILL.md -
yolo-detection-2026-coral-tpu-win-wsl
Google Coral Edge TPU — real-time object detection natively via Windows WSL
skills/detection/ on GitHub (opens in a new tab)yolo-detection-2026-coral-tpu-win-wsl/ SKILL.md -
yolo-detection-2026-openvino
OpenVINO — real-time object detection via Docker (NCS2, Intel GPU, CPU)
skills/detection/ on GitHub (opens in a new tab)yolo-detection-2026-openvino/ SKILL.md -
yolo-detection-2026
YOLO 2026 — state-of-the-art real-time object detection
skills/detection/ on GitHub (opens in a new tab)yolo-detection-2026/ SKILL.md -
homeassistant-bridge
Bidirectional Home Assistant integration — HA cameras in, detection results out
skills/integrations/ on GitHub (opens in a new tab)homeassistant-bridge/ SKILL.md -
segmentation-sam2
Interactive click-to-segment using Segment Anything 2 — AI-assisted labeling for Annotation Studio
skills/segmentation/ on GitHub (opens in a new tab)sam2-segmentation/ SKILL.md -
go2rtc-cameras
Multi-camera RTSP to WebRTC streaming via go2rtc
skills/streaming/ on GitHub (opens in a new tab)go2rtc-cameras/ SKILL.md -
model-training
Agent-driven YOLO fine-tuning — annotate, train, export, deploy
skills/training/ on GitHub (opens in a new tab)model-training/ SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.