How PhotoAIKit Is Constructed
A detailed guide to PhotoAIKit’s contracts, CLIP image and text inference, semantic comparison, SAM 3 and EfficientSAM, workflows, storage, concurrency, and model identity.
Tag: Architecture
How PhotoAnalysisKit Is Constructed
A detailed guide to PhotoAnalysisKit’s image-analysis boundary, sharpness pipeline, focus evidence, masks, calibration, batching, feature prints, resources, and concurrency.
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How RawCullCore Is Constructed
A detailed guide to RawCullCore’s package-safe models, capture-time and EV-aware burst grouping, ranking evidence, confidence rules, histograms, concurrency, and tests.
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How RawParserKit Is Constructed
A detailed guide to RawParserKit’s vendor dispatch, TIFF and MakerNote parsing, embedded previews, structured capture and exposure metadata, orientation, decode limiting, cancellation, compatibility APIs, and tests.
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AI Models in RawCull
Code-level guide to local CLIP, Vision, SAM 3, Qwen, Deep Review, and numbered Objects analysis in RawCull.
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The RawCull AI Runtime
How RawCull owns and refreshes local CLIP, SAM 3, Qwen, Vision, Deep Review, and Objects runtimes.