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docs: remove duplicate ecosystem section, add TODO checkboxes to roadmap
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README.md

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### 🏗️ The SharpAI Ecosystem
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**DeepCamera** (this repo) is the open-source AI engine — object detection, person REID, model training, all running locally via Docker or CLI.
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**[SharpAI Aegis](https://www.sharpai.org)** is the desktop app that wraps DeepCamera with a full GUI, conversational agent chat, VLM scene understanding, and messaging via Slack / Discord / Telegram. [Download it here](https://github.com/SharpAI/DeepCamera/releases/tag/Aegis).
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> Use DeepCamera standalone via CLI, or pair it with SharpAI Aegis for the full desktop experience.
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### 🗺️ DeepCamera Roadmap
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DeepCamera is evolving into a full AI skill platform. Planned features:
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- ⬆️ **Upgrade object detection** to 2026 state-of-the-art YOLO models
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- 🧠 **VLM analysis backend** — offline scene understanding of recorded clips using vision language models
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- 🎨 **AI Studios backend** — SAM2 interactive segmentation, DINOv3 grounding, depth estimation, feature extraction
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- 📷 **Direct camera provider plugins** — Blink, Ring, Eufy, Reolink, Tapo, RTSP/ONVIF (beyond Home Assistant)
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- 💬 **Messaging channel plugins** — Telegram, Discord, Slack, WhatsApp
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- 🔔 **Automation triggers** — MQTT, webhooks, Home Assistant events
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- 📡 **go2rtc streaming** — RTSP to WebRTC live view
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- 🔌 **Skill architecture** — pluggable `SKILL.md` interface for all capabilities
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- [ ] ⬆️ **Upgrade object detection** to 2026 state-of-the-art YOLO models
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- [ ] 🧠 **VLM analysis backend** — offline scene understanding of recorded clips using vision language models
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- [ ] 🎨 **AI Studios backend** — SAM2 interactive segmentation, DINOv3 grounding, depth estimation, feature extraction
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- [ ] 📷 **Direct camera provider plugins** — Blink, Ring, Eufy, Reolink, Tapo, RTSP/ONVIF (beyond Home Assistant)
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- [ ] 💬 **Messaging channel plugins** — Telegram, Discord, Slack, WhatsApp
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- [ ] 🔔 **Automation triggers** — MQTT, webhooks, Home Assistant events
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- [ ] 📡 **go2rtc streaming** — RTSP to WebRTC live view
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- [ ] 🔌 **Skill architecture** — pluggable `SKILL.md` interface for all capabilities
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