[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-instruct-image-editing::en":3,"gloss-cluster-instruct-image-editing::en":26,"gloss-next-instruct-image-editing::en":9},{"slug":4,"category":5,"name":6,"definition":7,"meta_desc":8,"faq":9,"schema_markup":9,"related":10},"instruct-image-editing","output","Instruction-Based Image Editing","Instruction-based image editing changes an existing image from a plain-language command — \"remove the person on the left,\" \"make it winter,\" \"change the shirt to red\" — instead of masking regions by hand or writing a full generation prompt. The model interprets the instruction, locates the relevant area itself, and edits only what's needed while keeping the rest of the image consistent. It's a big usability leap over inpainting, which requires you to paint a mask first. Tools and models in this space include InstructPix2Pix and the conversational image editors shipped by major labs in 2024–2025. For builders, it turns image editing into a chat-like flow that non-designers can use, which is powerful for marketing, e-commerce, and content apps. Practical notes: results can drift — the model may alter more than you asked or subtly change identity and lighting — so support iterative edits, undo, and side-by-side comparison. Preserving fine text and faces across edits remains the hard part; verify before publishing.","Instruction-based image editing changes a picture from a plain command — \"remove the person on the left\" — with no manual masking or full generation prompt.",null,[11,14,17,20,23],{"slug":12,"name":13},"controlnet","ControlNet",{"slug":15,"name":16},"image-generation","Image Generation",{"slug":18,"name":19},"image-to-image","Image-to-Image",{"slug":21,"name":22},"inpainting","Inpainting",{"slug":24,"name":25},"outpainting","Outpainting",[27,31,35,39,42,46,49,52,55,58,61,64],{"slug":28,"category":5,"name":29,"updated_at":30},"abstention","Abstention","2026-08-24T03:30:02+00:00",{"slug":32,"category":5,"name":33,"updated_at":34},"ai-copywriting","AI Copywriting","2026-08-24T02:46:38+00:00",{"slug":36,"category":5,"name":37,"updated_at":38},"ai-watermarking","AI Watermarking","2026-08-24T02:46:37+00:00",{"slug":40,"category":5,"name":41,"updated_at":38},"aspect-ratio-control","Aspect-Ratio Control",{"slug":43,"category":5,"name":44,"updated_at":45},"audio-generation","Audio Generation","2026-08-24T02:46:36+00:00",{"slug":47,"category":5,"name":48,"updated_at":38},"audio-super-resolution","Audio Super-Resolution",{"slug":50,"category":5,"name":51,"updated_at":45},"avatar-generation","Avatar Generation",{"slug":53,"category":5,"name":54,"updated_at":45},"background-removal","Background Removal",{"slug":56,"category":5,"name":57,"updated_at":38},"batch-image-generation","Batch Image Generation",{"slug":59,"category":5,"name":60,"updated_at":34},"brand-voice","Brand Voice",{"slug":62,"category":5,"name":63,"updated_at":34},"cfg-scale","CFG Scale (Classifier-Free Guidance)",{"slug":65,"category":5,"name":66,"updated_at":38},"character-consistency","Character Consistency"]