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Perceptron Docs
For agents: Perceptron Docs for Mk1.5 multimodal AI API: image, video and audio understanding, object detection, grounded Q&A, captioning and tool calling.
vision language modelimage understandingobject detectionvideo understandingtool calling
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- llms.txt
- https://docs.perceptron.inc/llms.txt
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- https://docs.perceptron.inc/llms-full.txt
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- 2024-09-10
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- Categories
- AI and machine learning · APIs and SDKs
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- 2026-10-25T17:55:27.077Z
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Their llms.txt
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# Perceptron Docs
- [Quickstart](https://docs.perceptron.inc/perceptron-mk1.5/index.md): Get started with Perceptron Mk1.5 for image, video, and audio understanding, tracking, and tool calling.
- [Release notes](https://docs.perceptron.inc/perceptron-mk1.5/changelog.md): Perceptron Mk1.5 API integration changes.
- [Image understanding](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/image-understanding.md): Ask visual questions, extract text, and ground objects in images.
- [Detect](https://docs.perceptron.inc/capabilities/detect.md): Return grounded object detections for a single image from text categories, annotated exemplars, or exhaustive detection.
- [Image Q&A](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/image-qa.md): Ask questions about an image and ground answers in visible regions.
- [Image captioning](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/image-captioning.md): Generate concise descriptions, detailed captions, and captions with spatial grounding.
- [Object detection](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/object-detection.md): Locate named object categories, count visible instances, and render grounded detections.
- [OCR](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/ocr.md): Extract product names, prices, and document text as structured data or grounded spans.
- [In-context learning (image)](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/in-context-learning-image.md): Use labeled visual examples to guide detection in a new image.
- [Video understanding](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/video-understanding.md): Understand video frames and soundtracks, and identify moments or event intervals.
- [Video Q&A](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/video-qa.md): Ask about goals, actions, and outcomes observed in a video.
- [Video clipping](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/video-clipping.md): Locate an event as a moment or an interval with temporal annotations.
- [In-context learning (video)](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/in-context-learning-video.md): Show a reference image and find matching visual evidence in a video.
- [Video tracking](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/video-tracking.md): Follow objects through video with timestamped points, boxes, and track tags.
- [Audio understanding](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/audio.md): Understand speech and sounds, choose audio inputs, and manage usage and limits.
- [Audio Q&A](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/audio-qa.md): Ask focused questions about speech and audible events in a recording.
- [Audio transcription](https://docs.perceptron.inc/perceptron-mk1.5/capabilities/audio-transcription.md): Request spoken text with explicit instructions for language, unclear words, and speaker labels.
- [Audio clipping](https://docs.perceptron.inc/perc
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