AI/ML●●Solid
I run a vision model on every screenshot, locally, on a 4GB GPU
Runs multimodal screen memory on 4GB VRAM while Microsoft Recall requires high-end NPU.
Dark HorseSolve My Problem
skye0110
36710d ago
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GitHub Repository
AI-powered screen memory — captures, analyzes, and lets you search/chat your screen history. Powered by Gemma 4 . 100% local, 100% private.
123 starsPython
Running a vision model on every screenshot on-device
by skye0110·Jun 23, 2026·1 point·0 comments
AI Analysis
●●●BangerBig BrainZero to One
Privacy-first Recall alternative running Gemma 4 vision entirely on-device.
Strengths
- •Content-change detection captures only when screen actually changes, not fixed intervals.
- •Hybrid search combines MiniLM embeddings with FTS5 for semantic and keyword results.
- •MCP server integration works with Claude, Cursor, and VSCode out of the box.
Weaknesses
- •AI memory space getting crowded with Rewind, Recall clones emerging.
- •Gemma 4 vision models require significant local compute resources.
Category
Target Audience
Privacy-conscious developers and knowledge workers
Similar To
Rewind.ai · Microsoft Recall · ActivityWatch
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