Tj%]FdZddlZddlZddlZddlZddlmZeejZ ejjde e ddlZddlZddlZddlZddlZej0jdz Zedz Ze dz ZdZgdZd j;gd Zd j;gd Zda d Z!d Z" ddZ#dZ$dZ%dZ&dZ'dZ(e)dk(rQejTZ+e+jYddgde+j[Z.e%e'e&e(de.j^yy)us39 — 옥탑 23샷: 콘티 제외·참조 최소화 + 3롤 VLM 선택 (2026-07-13). 사용자 지시(s38 후속): "콘티 제외하고, 각 샷별로 이전 샷과 배경만 경우에 따라서 판단해서 각각 생성. 대신 3장씩 생성해서 VLM 으로 프롬프트를 가장 잘 따른 것을 판단해 선택. 새 갤러리에 모든 이미지와 GPT/Gemini VLM 판정 결과를 보여줘." - 참조 = 단 한 장: prev2 v3 판정(배경 동일성 유일 기준, s38 재사용)이 prev 를 주면 이전 샷의 '선택본' 실사 / 아니면 배경 플레이트. 콘티·캐릭터·소품 참조 전부 제외. - 샷당 nb2 3롤(A/B/C) → GPT+Gemini VLM 이 프롬프트(+참조 일관성) 충실도 0-10 판정 → 합산 최고 선택(동점=Gemini 랭킹, s29 계약). - 선택본({tag}_sel.png)이 후속 샷의 prev 앵커 → 스토리 순서 순차 생성. 사용: backend/.venv/bin/python s39_threeroll_vlm.py --only N)Paths39stillszs39_threeroll_vlm.htmls39_threeroll_v1)ABC )z?PROPS FACE THE RIGHT WAY: every handheld or used object must bezBoriented exactly as its real-world use requires. A person reading,z@watching or operating something (a phone, a photograph, a paper,uFany device) has its functional side — screen, front, page — facingz>THEIR OWN eyes; the camera then sees whatever side the stagingzBgeometry implies (often its back). Show the functional side to thezBcamera ONLY when the shot text itself stages it toward the viewer.z9Never flip, mirror or reverse an object's front and back.)zAYou are given ONE image-generation prompt, the REFERENCE image(s)z@that were attached to it (labelled), and THREE candidate images,z?labelled A, B, C in the order attached, all generated from thatz)exact prompt with those exact references.z@Pick the ONE candidate that most faithfully realises the prompt.zAJudge ONLY fidelity to the prompt and its reference instructions:z>the shot text's moment and action, who is and is NOT in frame,zAcamera framing, time of day, the LOCATION lock (the place must beu=the one the reference shows — same architecture, materials,z?fixtures), pose/immobility and carried-state clauses, and everyz?exclusion (no text, no invented people or objects). Consistencyz\+=>nn T;iy S *.Ts  IIK**,D$**S!,KC -1YYKK'.) ciik* -   s 5C C)(C)c|tjk7rtjd|dftjd|dftjd|dftjd|dffD]\}}||z j s||z cSt d||dD]%}||dvs tjd |d dz cSt d |) Nbg4_.pngbg3_bg2_bg_u플레이트 없음: int_platescoversplate_keyu실내 플레이트 미배정: )W INT_GROUPL8OUTexists SystemExit)taggkeyp37pfx_dirnamep_s r, _plate_ofrDhs q{{!vvcU$'78!vvcU$'78!vvcU$'78 uuC5o68MGT$&&(~% 8 0677, "X, 55VBuI;d33 3  6se< ==c(tjtj|}|jdij|xsi} |j|i} | jdxs| jdd} | jdxs| jdd} | jdxsG|tj k(r2|jdij|ijddnd} t j}t j}i}|jD]1\\}}}|j|tj|3|jtj|g}|s9t|jtj|d t}t}|Dcgc]+}||vr%||d |j|r d ||d ndz-}}d t j|zd zdt j |dd||dd|rdndzg}|r:|j#d|r'|j#dt j |z|rgnt%j&||g}|r |j#dj)||j#t j*|j#t$j,|j#t.| r'|j#dt j | z| r'|j#dt j | z| r'|j#dt j | z|r|j#dn:|r'|j#ddj)|zdzn|j#d|j#d d!j)|Scc}w)"Npose_fix movement_enmovement figures_enfigures carried_enint_contrz ()uCreate ONE FINAL photorealistic live-action film still of the moment below — contemporary South Korea, 2026; all people are Korean unless stated. TIME OF DAY (lock): .z#SHOT TEXT (authoritative, Korean): desczLOCATION (lock): place_enu, The shot takes place here — the attached z+PREVIOUS SHOT STILL shows this exact place.z)LOCATION PHOTOGRAPH shows the exact spot.u1THIS SHOT CONTINUES THE PREVIOUS SHOT: everything the attached still established — the place, its fixed features and wear, each person's clothing and state — persists. Any person in it who cannot move stays PRECISELY as photographed (body, pose, contact points, held objects); only the camera changes.udPREVIOUS STILL USAGE (follow exactly — what to take from the attached still and what to exclude): r zMOVEMENT (follow exactly): u+FIGURES — size & depth (follow exactly): uUCARRIED STATE (persist exactly — must match the neighbouring shots of this scene): uNO PEOPLE IN THIS SHOT: the shot text shows only the place and its state — no living person or any body part appears in frame, unless the shot text itself explicitly says so.zzPEOPLE: the SHOT TEXT alone decides whether any person is visible in this shot. IF a person appears, they must be one of: z; u9 — never anyone else, and never add a person the shot text does not show. IF only part of a person is in frame (a hand, arm, foot, back, silhouette), that body part belongs to the specific person the shot text names — its sex, age, build, skin and grooming must unmistakably match that person's profile above.z5No people appear unless the shot text itself says so.z6No text, captions, watermarks or annotations anywhere.z )RSHOT_keygetr8r9S _char_refs_ve_idsitems setdefaultsetupdatesortedr-_time_of_softenappendr: _pose_clausesr# REALIZE_STILLEXPRESSION_REALISMPROP_ORIENTATION)r>r?r@mvgmap prev_used prev_usagebg_onlysfixmrIrLcarriedcharsve scene_unionsi_shiidsve_idsr+cid char_namespartspcs r, _build_promptrzws qvvc{A ''*b ! % %c * 0bC sBAww}%>z2)>Hggl#;quuY';Gggl#( 1;;   B##C,00rB$&  LLNE BK88: TCr35)005& VVAFF3K $F  s A>? ^F+CSE\ c 1 "(**S/Rs }A r ;+  A **S/    .aii& .B-CD DJz234( ( 9  E  7 8  LLB))J'( ) B,,S3%8B  TYYr]# LL! LL&&' LL!" 2QYYx5HHI Byy)* + @yy)* +  I J   !YYz2 32 2 3  ! " LL ;;u E+s0Pc  |d}|dDcic] }|d|d }}t|j}|jDcgc] \}}||k(s |}}}|d t| fd}||fScc}wcc}}w)u5Gemini 점수 단독 선정 — 동점=Gemini 랭킹. gemini-proverdictslabelscorerankingc2|vrj|SdS)Nc)index)labranks r,z _gemini_select..s$Tk*.C**')**rE)r7)maxvaluesrZmin) judgegemvtotalsbestrttiedselectedrs @r,_gemini_selectrs  C.1*o >oaj!G*$oF > v}} D$lln :nFCT CnD : y>D4*+H 8  ? :sA: A?A?c ntj}tj|}djgd}ddddddddidd iddid gd d d idgd }djd |D}t j d|d||}|dDcic]}|d| }}|Dcgc] }||vs| } }| rt d| t jt} || d<t jt| |D]'}||}|drdnd} td|d| d|d)ycc}wcc}w)u배경 전용 샷 판정 (07-13 사용자: "S14sh5 같이 배경만 있는 샷은 앞쪽 샷 참조 말고 배경 기반으로") — 실물 인물이 프레임에 없는 샷은 prev 대신 플레이트를 참조한다.r ) uW당신은 콘티 판독가다. 샷 목록을 받는다. 각 샷마다, 샷 텍스트가u[묘사하는 프레임 안에 '살아있는 인물의 실물 몸'이 직접 등장하는지u판정하라 (person_visible).uH· 신체 일부(손·손목·발·뒷모습)만 보여도 등장이다.uR· 거울·수면 등 반사상에 인물이 보이는 것도 등장으로 친다.uZ· 다음은 등장이 아니다: 벽·바닥·가구 등 공간의 상태만 보여주는uZ 샷, 인물의 그림자만 맺힌 샷, 사진·액자·화면 '속' 인물 이미지만u7 보이는 샷, 발자국 같은 흔적만 있는 샷.uE샷 텍스트에 적힌 것만 근거로 판단하라. 각 샷: shot,u,person_visible(bool), reason_ko(한 구절).objectFrZarraytypestringboolean)shotperson_visible reason_ko)radditionalProperties propertiesrequired)rrZc3xK|]2}|dtjtj|d4yw): rQN)rSrTrU).0rs r, zstage_bgonly..s6;591#Rqvvay!&)*+Ts8: s39_bgonlyu 샷 목록: rubgonly 누락: bgonlyru인물u★배경 전용z [bgonly] rz | rN) r:_plan37_all_tags_story_orderr#rllmr= load_planPLAN save_planprint) r@tagsSYSSCHEMA shots_txtresitgotrmissingplanmarks r, stage_bgonlyrs~ **,C # #C (D ))  C$w"E%x0)/(;$*H#5!7F BG'HI#)%F ;59;;I %% c]9+#> GC$'L 1Lb2f:r>LC 1/$Q!3,q$G/?7)455 ;;t DDNKKd  V./x5G !BtfC;'89: 2/s D-( D22D2c  tjt}g}|djD]\}}|d}t |d\}}||d<||d<t j t|d|jdz t|dz ||k7r|j|||ftd|d |d |||k7r d |d |d ndztjt|tdt|d|y)uJ기저장 판정에서 Gemini 점수만으로 재선정 + _sel.png 갱신.shotsrrr_r0_sel.pngz [reselect] z : gemini= sel=u (변경 u→rOrJu[reselect] 변경 u건: N) rrrrZrshutilcopyOUTSlowerrarrlen)rchangedr>mtoldrrs r,stage_reselectrs ;;t DG=&&(Rn)"W+68 !: DcU!HNN$4#5T::cU(++ - s? NNCh/ 0 C5 &xjA4<O9SEXJa0M N)KKd s7|nE' ;\}}tj:|t<|tj>j@|#||<@tC|\}}tEjFt| d|j5dz | | ||r|nd||rd$n|rd%nd&|D !cgc]\} }!| tI|!d'c}!} ||||d( | | <tjJt| t%d | d)| | d*d+|d,|d-| (ycc}wcc}}wcc}wcc}!} w).Ngroupsr7rint_tagsprev2u3s38 prev2 판정 없음 — 먼저 s38 --only prev2plansz.jsonTparentsexist_okrz[s39] z skip(exists)prevusage_enrJFrr)NT)rjs39_rz16:9r0) aspect_ratioout_pathrzsel_outr?pjprev_tagrirbgorhrrjrrrxrlabrprrjtagrrlab_rCs" r, stage_stillsrs **,C VVXF V B!'!1 2!1AAeHaK!1D 2\\ E\r48G3DaQU3DQ\E E LL#j/:/Q!Q[[./:; KK $ $W - 3E GGG5!%TF%.!@ H H J1;;t   ??7B 'DJJtdJ+'',C5)) >>  F3%}- . Sz YYs^ !r66&>VVJ+  xx!'R,,S1 C(8$9", Hi 8*H 55==? I''8*H0E)EFGD(()Cs*CDEDs)9C(8$9 9sD#r4(*gGC IISE399;-0&$#)#Qsyy{m4&@@ B !57=>?@HD" LL&$24&"9; < LL+ ,C LL&Jse12EF G LL#a }D/I(IJ K)->se+DEGKE455|U!"!1!1@E%LH*%0 DcU!HNN$4#5T::GDy(1*r"-6)%[+@%)+%)r $SW5%)+u   S  D$ se=c:)>(?yk&xjB Cu- 3 E:v+s R'RR 2R%ctj}tj}t j t }|dDcic]}|d| }}|jditdz jdddfdtjDcgc]}||dD]}||fc}}|d Dcgc]}tj|fc}z}gd d} } }|D]0\} } | | k7r<| |j| d zd || d d| d|| dd} | } j| } | s | d| dz } e| jdrd| ddn| jdrdnd}| jdrd| ddnd }| dddDcic]}|d| }}d }tD]}| d |k(}|j|i}|d!|rd"nd d#| d$|jd%| d$|jd& |rd'nd zd(|d)|jd*d+d,|jd-d d.zz }| dd}d/|d0d1d2j|d3}d jfd4| jdgD}| d| d5|d6|d7|d8t j"t!j$| d9d:|d;| d<d=|d>| jd?d d@z } 3| |j| d zt'dAj)D}d jfdB|D}t*j-dC|dDt/|z dEt/dF|dGd j|dH t1dIt*ycc}wcc}}wcc}wcc}w)JNrr7rrTrcFtjt|xsdS)NrJ)_htmlescaper)rs r,esczstage_html..escms||CRL))rEc,t|}t|jttrt|j tS|j z }|j stj||d|j S)Nz out/s39/refs/) rr startswithr relative_torBr<rr)path_ssrcdstREFDs r,_relzstage_html.._relpsk6l s8  s4y )st,- -SXXozz| KKS !sxxj))rErrJz z

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s39 — 옥탑 23샷: 콘티 제외·참조 1장 + 3롤 Gemini VLM 단독 선정 (prev u / 플레이트 u)

사용자 확정 규칙: ①콘티 제외 — 참조는 단 한 장: prev 판정 v3(배경 동일성 유일 기준, s38 재사용)가 prev 를 주면 이전 샷 선정본 / 아니면 배경 플레이트. ②샷당 nb2 3롤(A/B/C) → ★Gemini VLM 단독이 프롬프트 (+참조 일관성) 충실도 0-10 판정 → 최고점 선정(동점=Gemini 랭킹). GPT 판정은 사용자 지시로 평가에서 제외. ③선정본(초록 테두리+★)이 후속 샷의 prev 앵커(스토리 순서 체인). 자세 정본·carried state· EXPRESSION_REALISM 텍스트 안전망 유지. 이전 판: s38 갤러리

★ 선정본 모아보기 (Gemini 점수 단독, u샷)

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z z[html] )r:rr8rrrrrVr;rrr9rarrr#rSrTrUsumrPAGE write_textrr)r@rrrrgrrordersecsbodycurr?r>rbadge usage_htmlrgvcandsrselm_gjwinners ref_itemsn_prevoverviewrrrrs @@@@r, stage_htmlr#ds **,C VVXF ;;t D!'!1 2!1AAeHaK!1D 2 88GR D #?&tf-DJz234F ?D FF;'(B{O(<'=WEFF;'YB  -b./0835 '{<0<>CZ.C'CRB $sV$;<++.%q >((+uAciik];%& >A9b J $C5)FF7C()rvvlB/01(* * +E[ &#BxL>chhr)}568GGC 02vvfb/A CC "3%q!#g,|J<s166!&&+#6v#>?@A#W%r*~./0!!* ,x,-..D F Gat  D<'( @DKKM@ @Fww***H OO)R)#d)f*<)= >@ADD {Kzm77p GD6 g 3" ) 50>s O%OO6 O__main__z--onlyT)rrreselecthtml)rchoices)F)0__doc__argparser&rrsyspathlibr__file__parentrrinsertr forest_libr s35_fullrunrSs37_rooftop_rebuildr8 s34_stillrunrWs38_lightconti_fullr:r;rrrrr#rerrr-rDrzrrrrr#__name__ArgumentParserap add_argument parse_argsaonlyrrEr,r;sM   H~3t9 eellU X~ &&99  yy . 8 >  Up (;V=&HCVWt z  "BOOHtDF A=||556VV=? rE