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  1. Chat templates|Documentation

    Eight vision chat templates Aspose.LLM for .NET recognizes and selects automatically — LLaVA, Qwen2VL, Qwen3VL, Pixtral, InternVL, Gemma3, Llama4, MiniCPMV....and turn format match the detected model family. If no template...the same family, template detection still works. Custom vision...

    docs.aspose.com/llm/net/developer-reference/mul...
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  2. Remove Background from Image using Python

    This article guides on how to remove background from image using Python. It has details to set the IDE, a list of steps, and a sample code for developing a picture background remover using Python....settings with automatic stroke detection and transparent background...method with automatic stroke detection and feathering for smoother...

    kb.aspose.com/imaging/python/remove-background-...
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  3. detect_areas_mode_enum::UNIVERSAL|Documentation

    How Aspose.OCR determines the structure of a document using the detect_areas_mode_enum::UNIVERSAL algorithm....Ask AI detect_areas_mode_enum::UNIVERSAL Contents [ Hide ] On...to use this document areas detection algorithm: // Provide the...

    docs.aspose.com/ocr/cpp/areas-detection/universal/
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  4. Dewarping|Documentation

    How to straighten curved and distorted images before recognition....CURVED_TEXT areas detection mode to extract text from...dewarped image. Other area detection modes may produce inaccurate...

    docs.aspose.com/ocr/net/dewarp/
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  5. Developer's reference|Documentation

    For developers, by developers. Find answers in Aspose.OCR for JavaScript via C++ developer's reference and start building your OCR applications....parameters Select document areas detection algorithm Recognizing : Extract...

    docs.aspose.com/ocr/javascript-cpp/developer-re...
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  6. Recognition|Documentation

    Extracting text from images, web links, scanned PDFs, DjVu files, folders, archives and other content....Formula recognition Defect detection Analyzing your prompt, please...

    docs.aspose.com/ocr/java/recognition/
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  7. Developer's reference|Documentation

    For developers, by developers. Find answers in Aspose.OCR for Python via .NET developer's reference and start building your OCR applications....parameters Select document areas detection algorithm Recognizing : Extract...resource usage Post-processing : Detect and manipulate image regions...

    docs.aspose.com/ocr/python-net/developer-refere...
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  8. CPU|Documentation

    Run Aspose.LLM for .NET on CPU only — AVX512, AVX2, and NoAVX variants, threading, and performance expectations....variant automatically based on detected instruction sets. OS : Windows...Pre-2011 CPUs (very slow) Auto-detection picks the highest available...

    docs.aspose.com/llm/net/developer-reference/acc...
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  9. GPU not detected|Documentation

    Aspose.LLM for .NET runs on CPU when you expected GPU — diagnose driver, acceleration selection, binary mismatch, GpuLayers setting....GPU not detected Contents [ Hide ] You wanted the SDK to use...This page walks through the detection pipeline and common misconfigurations...

    docs.aspose.com/llm/net/troubleshooting/gpu-not...
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  10. Images to text in Java - fast and easy | Aspose

    Integrate optical character recognition (OCR) into your Java applications with our versatile and powerful OCR for Java library.... Mixed language detection Recognize documents written...Cyrillic/English. Layout detection Detect text, tables, and mathematical...

    products.aspose.com/ocr/java/
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