Roboflow23 min read
How to Pre-Filter Images Before Sending Them to an LLM
Learn how to pre-filter images before sending them to an LLM. Build a two-stage cascade in Roboflow Workflows where RF-DETR annotates every image, a Continue If gate drops clear negatives, and Gemini checks only the candidates. Cut inference cost without losing the images that matter.
By Timothy MRoboflow Blog

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Originally published by Roboflow Blog on Oct 5, 2026.
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