Ij& @dZddlZddlZddlZddlZddlmZejjde ee jddl Zejdz ZdZdddiddiddiddiddiddiddiddidd d d gd d d ZdZdZdZdZedk(reyy)us9 — 5라운드(사용자 지시): LLM 프롬프트 저작 버드아이즈뷰 4종 교차 실험. 옥탑방 관련 모든 내용(그룹 멤버+전 샷 원문)을 취합해 **LLM 이 4개의 이미지 프롬프트를 직접 작성**(fp/도면 참조 없음 — 프롬프트 저작력 자체를 검증): 1. 위에서 본 스케치 (완전 수직 아님 — 약 150도, 수직에서 ~30도 기울임) 순수 T2I 2. 버드아이즈 뷰 — 1번 이미지를 참조(I2I) 3. 버드아이즈 뷰 — 참조 없이 순수 T2I 4. 스케치(1번과 같은 형태) — 3번 이미지를 참조(I2I) 산출: out/birdseye/{p1..p4}.png + plans/birdseye_prompts.json + birdseye.html 사용: .venv/bin/python s9_birdseye_prompts.py [--only prompts|images|html] N)Path birdseye2u You write text-to-image prompts for LOCATION REFERENCE ASSETS in film pre-production. The place is a scouted location: an upper rooftop dwelling on an old multi-family building, with its terrace, an exterior stair, the building body, the ground-level entrance/alley approach, and immediate surroundings. You get production data (member descriptions + full shot contents) — extract ONLY the permanent physical anatomy of the place from it. Write FOUR ENGLISH image prompts. HARD STYLE RULES for every prompt: - CONCISE. 60-110 words each. List what must be IN the image — nothing else. - This is a NEUTRAL location document. NO storytelling, NO mood, NO atmosphere words, NO weather, NO time-of-day drama, NO lighting effects (no glow, no haze, no wet reflections), NO story props or states (no flyers, no vehicles, no lit windows). Plain even daylight. Cinematic dressing happens later in shots — never here. - Include only PERMANENT physical elements grounded in the data (structures, levels, stair, openings, fixed rooftop fixtures). - Never expose interior rooms/furniture. No people, no animals, no text/letters/ numbers/logos in the image. - View: from high above at an oblique angle, tilted about 30 degrees from vertical (NOT straight down), so wall heights, the stair run and level differences read. - Whole property in one view: rooftop dwelling shell + terrace + fixtures, the building body below, exterior stair from ground rear corner to rooftop, ground entrance yard/alley, small margin of neighbours. The four prompts: 1. prompt_1_plan: a technical PLAN DRAWING in the exact drafting style of a clean architectural floor plan (thin dark outlines, flat colour fills, simple fixture symbols) but drawn with slight axonometric depth at that oblique angle. Pure text-to-image. 2. prompt_2_birdseye_from_plan: photorealistic bird's-eye of the same place; image-edit prompt — keep the attached drawing's layout, proportions and camera angle exactly; render real materials in plain daylight. 3. prompt_3_birdseye_pure: photorealistic bird's-eye, standalone text-to-image; the text alone carries the layout. 4. prompt_4_plan_from_birdseye: same technical plan-drawing form as prompt 1; image-edit prompt — redraw the attached photo in that drafting style, keeping layout and camera angle exactly. Also output a faithful KOREAN translation of each prompt (for human review only; the image model receives the English).objecttypestringz%what data grounded the layout choices)r description) prompt_1_planprompt_1_plan_koprompt_2_birdseye_from_planprompt_2_birdseye_from_plan_koprompt_3_birdseye_pureprompt_3_birdseye_pure_koprompt_4_plan_from_birdseyeprompt_4_plan_from_birdseye_konotesF)r propertiesrequiredadditionalPropertiesc tj|d}djdt|dj D}d|zdz|zdz}tj dt |td }tjd |d D].}td |dt||jd0|S)Nmembersz c3NK|]\}}tj||ywN)F shot_block).0kss s9_birdseye_prompts.py zgen_prompts..Ys%G'Etq! Q'Es#%shotszPLACE MEMBERS: z+ ALL SHOTS AT THIS PLACE (full content): z Write the four prompts now.forest_birdseye_prompts_v2gpt)modelbirdseye_prompts_v2)r r r rz--- z (z words)) r members_blockjoinsorteditemsllm GEN_SYSTEM GEN_SCHEMA save_planprintlensplit)reconr shot_blocksuseroutrs r gen_promptsr4WsooeI./G++G'-eGn.B.B.D'EGGK  (? @BM N/ 0D %%,j$  CKK%s+G QCr#c!flln-.g67G JcNtjddtjd|ddtdz }tjd|d|gtd z tjd |d dtd z }tjd |d|gtdz y)NT)parentsexist_ok bird2_p1_planr p1_plan_t2i.png)refsout_pathbird2_p2_from_planr p2_birdseye_from_p1.png bird2_p3_purer p3_birdseye_t2i.pngbird2_p4_from_birdseyerp4_plan_from_p3.png)OUTBmkdirrimg_gpt)pp1p3s rimagesrIgsJJtdJ+ ?Ao$6T #44 6BII"A&C$D4$)B"BD ?A&>$?d #88 :BII&*G(H4$)>">@r5cd$d}tddD}|rdnd}d|d|dd d |d |d d |ddd|d|ddd |ddd|d|dd |ddd|d|dddtj|jd dd! }tj d"z j |td#tj d"z y)%Nc rt|z }dtj|dtj|d}|jsd|dtj|d|dS|j t j }|rd|dnd } d|dtj|d | d |d |d |d S)Nu>
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버드아이즈뷰 4-프롬프트 교차 실험 v2 — 간결·중립(로케이션 문서) 계약

수정 반영: 스케치=fp 도면 언어+약간의 입체감(수직에서 ~30° 기울임), 프롬프트=간결(60-110단어)·담을 내용만 — 영화적 무드/조명/이야기 소품 금지(중립 주광, 섭외 로케이션 문서). 영화적 표현은 실제 샷 생성 때만. 경로 비교: ①도면(T2I) → ②버드아이(①참조) vs ③버드아이(순수 T2I) → ④도면(③참조).
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프롬프트 저작 LLM 의 grounding notes 
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