and for the techies out there, here is a fuller explanation
AI image generation tools can take a photo of a garment laid flat – for example, a sweater, shawl, or dress – and create a realistic image of that garment worn by a virtual model. This process uses a technique called image-to-image generation or virtual try-on. The AI analyses the original photo to detect colours, shapes, textures, and patterns, then “projects” those details onto a chosen model pose.
However, there are challenges. AI doesn’t actually understand what a garment is or how it’s constructed. It’s matching visual patterns, not working from a pattern schematic or knitting chart. This can lead to:
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Misinterpretation of the garment’s shape – A shawl might be draped incorrectly, a cardigan may appear to be a pullover, or sleeve lengths might change, because the AI guessed wrong about how the fabric should hang.
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Added or lost details – The AI may invent extra texture, change stitch patterns, add seams or embellishments, or even simplify complex areas into flat colour. This happens because the AI is “filling in gaps” where the original photo didn’t provide enough visual information for the new angle or pose.
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Colour and pattern shifts – Subtle shades, gradients, or intricate colourwork may get blurred or replaced with more generic patterns if the AI can’t recognise or recreate them convincingly.
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Incomplete or missing parts – Edges of the garment might disappear, accessories could be removed, or folds may get erased if they don’t match the AI’s training data for similar garments.
These issues occur because AI generates images by blending the input photo with its own learned patterns from millions of other images. If the garment has unusual shapes, stitches, or construction, the AI’s “best guess” may stray far from reality.
The more accurate and high-quality the source photo – especially with clear edges, good lighting, and minimal distortion – the better the AI’s results.
IMPORTANTLY for knitters, crocheters, and other makers, AI still can’t replace the eye and knowledge of someone who truly understands the craft.
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