nKh SrSSKrSSKrSSKrSSKrSSKrSSKrSSKJr SSK J r SSK J r SSK r SSK r SSKJr \"S 5 \"S5 \"S 5 \"S5 \"S 5 \"5 SrSrSrSrSrS/SQSSS.S/SQSSS.S/SQS S!S.S"/S#QS$S%S.S&/S'QS(S)S.S*/S+QS,S-S.S..r0S/S0_S1S0_S2S0_S3S0_S4S0_S5S6_S7S6_S8S6_S9S6_S:S6_S;S<_S=S<_S>S<_S?S<_S@S<_SAS<_SBSC_0SDSC_SESC_SFSC_SGSH_SISH_SJSH_SKSL_SMSL_SNSL_SOSL_SPSL_SQSL_SRSL_SSSL_STSL_SUSL_SVSL_E0SWSL_SXSL_SYSL_SZSL_S[SL_S\SL_S]SL_S^SL_S_SL_S`SL_SaS0_SbS6_ScS6_SdS0_SeS0_SfS6_SgS6_E0ShS0_SiS0_SjS0_SkSL_SlS0_SmS0_SnS0_SoS0_SpS0_SqSL_SrSL_SsSL_StSL_SuSL_SvSL_SwSL_SxSL_E0SySC_SzSL_S{SL_S|SL_S}SL_S~SL_SS0_SS0_SS<_SS<_SS0_SS6_SS6_SS<_SS6_SS6_SS0_E0SS0_SS0_SS0_SS6_SS6_SS6_SSL_SSL_SSL_SSL_SSL_SSL_SS0_SSL_SSL_SSL_SSL_E0SSL_SSL_SSL_SSL_SS0_SSL_SSH_SSL_SS0_SSL_SSL_SS0_SS0_SS0_SS0_SS0_SS6_ES6S6SHS.Er0SZS_S[S_S^S_S{S_SUS_STS_SvS_SaS_ShS_SlS_SfS_SS_SS_SqS_StS_SzS_SS_S_S0ErSrSrSrSr Sr!"SS5r"Sr#Sr$Sr%Sr&Sr'\(S:Xa\'"5 gg!\a? \"S5 SSKr\R&"\ R(SS S S /5 SSKJr \"S 5 GNf=f)u PROFESSIONAL IMAGE GENERATOR - ALL CATEGORIES VERSION ====================================================== Features: ✅ ALL Category Types Supported - No Restrictions ✅ Auto Model Selection Based on Category Keywords ✅ 100+ Category Types Enabled ✅ Intelligent Category Mapping ✅ 1920x1080 Full HD Resolution ✅ Professional Quality Output Author: Professional Image Generation System Date: 2025 N)Path)datetime)BytesIO)Imageu📦 Installing Pillow...z-mpipinstallpillowu✅ Pillow installed! P================================================================================z:PROFESSIONAL IMAGE GENERATOR - ALL CATEGORIES VERSION V3.0uH✅ Full HD 1920x1080 | ALL Categories Supported | Smart Model Selectionz%https://image.pollinations.ai/prompt/professional_imagesii8Tz flux-realism) realisticphotorealistichyperrealisticphoto photographyzultra photorealistic, professional photography, extremely detailed, sharp focus, perfect lighting, 8K UHD, RAW photo, high quality, film grain, Fujifilm XT3, professional color grading, award winning photographyzWcartoon, anime, illustration, painting, drawing, art, sketch, 3d render, deformed, ugly)modelkeywordssuffixnegativezflux-3d)3dcgirenderrendered 3d-renderoctanez3D render, octane render, unreal engine 5, ray tracing, ultra detailed 3D model, CGI, volumetric lighting, ambient occlusion, subsurface scattering, physically based rendering, 8K resolution, studio lightingzA2d, flat, cartoon, anime, painting, sketch, low poly, low qualityz flux-cablyai) cartoonisticcartoonanimated animationdisneypixartoonzcartoon style, disney pixar style, animated, colorful, clean lines, vibrant colors, professional animation, studio quality, character design, expressive, polished, high quality cartoonz7realistic, photo, 3d render, dark, gritty, horror, uglyz flux-cartoon)comic comic-book graphic-novelpop-artgraphiccomicszcomic book style, comic art, graphic novel, bold lines, vibrant colors, dynamic composition, pop art, professional comic illustration, ink and color, halftone dotsz0realistic, photo, 3d render, blurry, low qualityz flux-anime)animemanga anime-style manga-stylezjapanese-animezanime style, manga art, japanese animation, cel shaded, vibrant colors, expressive eyes, detailed hair, professional anime artwork, studio quality, beautiful lightingzprofessional portrait, studio lighting, shallow depth of fieldz4beautiful landscape, scenic view, nature photographyzIproduct shot, clean background, professional lighting, commercial qualityz@architectural photography, professional composition, clean lineszEfashion photography, haute couture, editorial style, magazine qualityz4vintage style, retro aesthetic, aged look, nostalgicz3abstract art, artistic composition, creative designz4minimalist design, clean composition, simple elegantz1dark atmosphere, moody lighting, dramatic shadowsz.pixel art style, retro gaming, 8-bit aestheticz@steampunk aesthetic, Victorian era, brass and copper, mechanicalc^UR5R5nURSS5RSS5mT[;a [T$T[;aT$[R 5H#up#USHnUT;dTU;dMUs s $ M% [ U4SjS55(ag[ U4SjS 55(ag [ U4S jS 55(ag [ U4SjS55(ag[ U4SjS55(ag[ U4SjS55(ag[SUS35 g)z Intelligently detect which main category to use based on input Args: category: Input category string Returns: Main category name  -_rc3,># UH oT;v M g7fN.0wordcategory_normalizeds S/var/www/eduai.edurigo.com/image_generation/testing/pollinations_image_generator.py 'detect_category_type..Ts E3D4& &3D)realrr c3,># UH oT;v M g7frrrs rrrVs M5LT( (5Lr)rrrrc3,># UH oT;v M g7frrrs rrrXs S5RT( (5Rr)ranimrrc3,># UH oT;v M g7frrrs rrrZ H5GT( (5Gr)r"r)r"c3,># UH oT;v M g7frrrs rrr\rr)r(r)r(c3,># UH oT;v M g7frrrs rrr^s Q5PT( (5Pr)cinemar/r0r-u ℹ️ Unknown category 'z', using 'cinematic' as default)lowerstripreplaceEXTENDED_CATEGORIESMAIN_CATEGORIESitemsanyprint)categorycategory_lowermain_catconfigkeywordrs @rdetect_category_typer8s6^^%++-N(00c:BB3L11"#677o-"",113j)G--1D1O*4  E3D EEE M5L M M M S5R S S S H5G H H H H5G H H H Q5P Q Q Q ( 2Q RS cUR5R5RSS5RSS5n[U5n[UnSnUSnSnU[ ;a S[ U3nSnUSUSUUSU3n US :XaU S - n U $US :XaU S - n U $US :XaU S- n U $US:XaU S- n U $US:XaU S- n U $US:XaU S- n U $)z Enhance prompt based on category with intelligent additions Args: prompt: Original user prompt category: Selected category Returns: Enhanced prompt string rrrzLmasterpiece, best quality, ultra detailed, professional, perfect compositionr, z>perfect anatomy, perfect perspective, golden ratio compositionr zB, shot on Canon EOS R5, 85mm lens, f/1.4, professional photographyrzD, rendered in Octane, global illumination, HDRI lighting, 8K qualityr-z4, cinematic composition, film grain, anamorphic lensr(z#, trending on pixiv, studio qualityrz), Disney animation studios, Pixar qualityr"z), professional comic artist, Marvel style)rrrrrCATEGORY_ENHANCEMENTS) promptrr main_categorycategory_configquality_prefix style_suffixextra_enhancement technicalenhanceds renhance_prompt_for_categoryrfsW^^%++-55c3?GGSQN)2M%m4OdN#8,L.. !6~!F GHQI!!F82l^rBBGK~~a./H4GHI)N rcN\rSrSrSrSrSrS SjrS SjrSSjr S r S r S r g)ProfessionalImageGeneratorizBProfessional image generation system supporting ALL category typescSUlUR5 [S5 [S[S35 [S5 [S5 g)Nru*✅ ProfessionalImageGenerator initializedu📁 Output folder: /u/🎨 ALL Categories Supported - No Restrictionsu(🤖 Intelligent Model Selection Enabled)generation_countcreate_output_foldersr OUTPUT_FOLDER)selfs r__init__#ProfessionalImageGenerator.__init__sC ! ""$ :; $]O156 ?A 8:rc[[5nURSS9 [R 5HnX- RSS9 M US- RSS9 US- RSS9 US- RSS9 g)z(Create organized output folder structureT)exist_okothermetadatatestsN)rrmkdirrkeys)r base_pathrs rr0ProfessionalImageGenerator.create_output_folderss' &(,,.H  ! ( ($ ( 7/ W ##T#2 Z &&&5 W ##T#2rNc Uc[nUc[nU=RS- slUR5R 5n[ U5nUn[ X5n[U5n [X!5n [[RRU53n UUUU SS[[5R5SS.n U (aXS'[SUR35 [SUR!5SUR!535 [S U35 [S US U35 [S U 35 [S USSS35 [S5 [R""XSS9n U R$S:Xa[&R("[+U R,55nUR.S:waUR1S5n[+5nUR3USSSS9 UR5S5 UR75n[9U5S- n[S5 [SUSS35 [S5 U$[S U R$35 [S!U R:SS35 g![R<R>a [S"5 g[@a5n[S#[U535 SSK!nURE5 SnAgSnAff=f)$a| Generate single image and return bytes for FastAPI Accepts ANY category type - no restrictions Args: prompt: The text prompt category: ANY category name (used for prompt enhancement) model_name: Specific model to use (flux, nano-banana, turbo) width: Image width (default 1920) height: Image height (default 1080) Returns: Image bytes or None if failed Ntrue)widthheightrseednologoenhancesafenofeednegative_promptu 🎨 Generating Image #z Category: u → Main: z Model: z Resolution: xz Seed: z Prompt: <z...u$ ⏳ Processing (15-30 seconds)...x)paramstimeoutRGBPNGdF)formatqualityoptimizeru ✅ SUCCESSu 📊 Size: z.2fz MBu 🎯 Quality: Professional HDu ❌ API Error: HTTP z Response: u4 ❌ Timeout: Request took longer than 120 secondsu ❌ Generation Failed: )# QUALITY_WIDTHQUALITY_HEIGHTrrrrrrrAPI_URLrequestsutilsquotestrSAFETY_ENABLEDrupperr status_coderopenrcontentmodeconvertsaveseekgetvaluelentext exceptionsTimeout Exception traceback print_exc)rrr model_namerrrrenhanced_promptrrurlrresponseimageoutput image_bytes image_size_mbers rgenerate_single_image_bytes6ProfessionalImageGenerator.generate_single_image_bytess =!E >#F ">>#))+-X6 6fG-h7"(3 (....?@A'--/   (7$ % )$*?*?)@AB hnn./{=;N;N;P:QRS 5'"# wax01 $ ! F3BK=,- 46% ||CDH##s* 78+;+;#<=::&!MM%0E! 6%u M A$oo/ #K 0K @ (}S&9=>8:""/0D0D/EFG hmmDS&9%:;<""**  H J  .s1vh7 8     !  s%C!I2>3I22)K K&+KKc /n[U5GHrn[SUS-SU35 URUUUUUS9n U c[SUS-35 MA[R"5R S5SSn [ R"US U3R55R5SS n UR5SS n S RU 5R5RS S 5RSS 5SSn US U S U S US-S U 3 n[R"U 5R!S5nUR#UUS.5 [SU35 XS- :dGM\[$R&"S5 GMu U$)aI Generate multiple images and return list with names and base64 data Args: prompt: The text prompt category: Category name for enhancement model_name: Model to use width: Image width height: Image height image_count: Number of images to generate Returns: List of dicts with 'name' and 'base64' keys u 📸 Generating image rr)rrrrrNu ❌ Failed to generate image %Y%m%d_%H%M%S_%fr,r.zutf-8)namebase64u ✅ Generated: )rangerr%rnowstrftimerrrrsplitjoinrrr0 b64encodedecodeappendtimesleep)rrrrrr image_countimagesir" timestampr prompt_words prompt_brief image_name base64_datas rgenerate_multiple_images3ProfessionalImageGenerator.generate_multiple_imagesYs{#A ,QqSE;-@ A::!% ;K"81>?! //0BCCRHI!++!o&<&<&>?IIKBQOK!<<>"1-L88L1779AA#rJRRSVXZ[\_]_`L$:Q|nAi[!A#a }UJ!**;7>>wGK MM"%  &zl3 4?" 1 G$J rc Uc[nUc[nURXX4U5nUcSSS.$[U5nU[;aUnOSn[ R "5RS5SSn [R"UR55R5SSn UR5SS n S RU 5R5RS S 5RS S 5SSn US U S U S U S3n [!["5U- U - n[%US5nUR'U5 SSS5 [ R "5R)5UR*S.U[-X5[/U5S.UU[1U5USU3[3U5S- [5X!5S.S.n[!["5S- U RSS5- n[%US5n[6R8"UUSS9 SSS5 [;SU35 [;SU35 S[=U5[=U5US.$!,(df  GN =f!,(df  NU=f) z Generate image and save to disk Args: prompt: The text prompt category: Category name model_name: Model to use width: Image width height: Image height Returns: Dictionary with result info NFzImage generation failed)successerrorrr(r)r*r+rr,rr-z.pngwb)r>generation_number)originalrrrr)rrr resolution file_size_mbr)generation_info prompt_datatechnical_detailsrz.jsonw)indentu 💾 Saved: u 📄 Metadata: T)rFpath metadata_pathr)rrr%rrrr2r3rrrrr4r5rrrrrwrite isoformatrrrrrrjsondumprr )rrrrrrr"rfolderr>rr?r@filename output_pathfrrUs rgenerate_and_save_image2ProfessionalImageGenerator.generate_and_save_imagesW =!E >#F66v\bc  $/HI I-X6 O +"FFLLN++,>?D kk&--/2<<>rB ||~bq) xx -335==c2FNNsTVWX[Y[\ Zqa {!K=M=)F2X= +t $ GGK % &\\^557%)%:%:  #7I/9 %!./9!&q1 #K 0K @*8< " (]+j8h>N>NvW^>_=`a - % IIh! ,&  }-. "=/23 $ /   ?% $2& %s(H<(I< I  Ic [R5VVs0sH"upUUSURSS5USS._M$ snn[[ [5[ [5-SS.$s snnf)z.Get information about all supported categoriesr descriptionrr)rrarzdAll category types are supported. Unknown categories will be intelligently mapped to the best model.)main_categoriesextended_categoriestotal_supportedmessage)rrrrr)rr/rs rget_all_categories_info2ProfessionalImageGenerator.get_all_categories_infos%4$9$9$;   %.s!QGq{y%/PGs, ,u✅ TEST COMPLETE Success: zFailed: )rr enumerater^r8r9r:sum)rrcategories_listresultsidxrrl successfuls rtest_multiple_categories3ProfessionalImageGenerator.test_multiple_categoriess< m c/23;?@ f  fX&' f &:MC CuAc/23;xjI J (O11&CF NN$   S))23 1 ;QGQQ  m !" f  *Qs7|n56 W 231S\NCD f r)r)NN)NNr)r,NN) __name__ __module__ __qualname____firstlineno____doc__rrr%rCr^rfrz__static_attributes__rrrrrs-L; 3fP6pL \ *rrc [S5 [S5 [S5 [5nSSS.SSS.SS S.S S S.S S S.SSS.SSS.SSS.SSS.SSS./ n/n[US5Hup4[SUS[U5SUSR 535 [SUS35 [S5 UR USUSS9nUR U5 U[U5:dM[S 5 [R"S!5 M [S"U55n[S#5 [S$5 [S5 [S%US[U535 [S5 g&)'zTest most popular categoriesr zTESTING POPULAR CATEGORIESz!A beautiful sunset over mountainsr rrzA futuristic robot characterrzA cute cartoon dog playingrzA superhero in action poser"zAn anime girl with blue hairr(zAn epic battle scener-zA magical fantasy castler:zA cyberpunk city at nightr=zA professional portrait photor@z A watercolor painting of flowersr8rrjr] rzPrompt: rrkrmrRc3V# UHoRSS5(dMSv M! g7f)rFFrNrorps rr*test_popular_categories..HsC155E+BQQs) )riu$✅ POPULAR CATEGORIES TEST COMPLETErsN) rrrtrr r^r8r9r:ru) generator test_casesrwrxtestrlrys rtest_popular_categoriesr s| &M &' &M*,I7KP1tD/^L/WE1wG){C-9E.KH2 K5<P JGz1-  C5#j/*"T*-=-C-C-E,FGH h()* h22>*%3  v Z . / JJqM. CCCJ - 01 &M Ij\3w<. 12 &Mrc[S5 [S5 [S5 [5n/SQnSnURX!5nU$)z6Test various category types to demonstrate flexibilityr zTESTING ALL CATEGORY TYPES)r rrr"r(r-r:r;r=r8r7rSr@rFrJrDrWr[r`rbz'A majestic dragon in a mystical settingrrrz)rtest_categoriesrrws rtest_all_category_typesrPsF &M &' &M*,IO7F00IG Nrc [S5 [S5 [S5 [5nSSS.SSS.SS S./n[US 5Hpup#[S US [U5S USR 535 UR USUSS9nU[U5:dMZ[ R"S5 Mr [S5 [S5 [S5 g)z"Quick test with 3 different stylesr zQUICK TEST - 3 CATEGORIESzA red sports carr rzA cute robot characterrzA magical forest scener:rrjrrrrrRriu✅ QUICK TEST COMPLETEN)rrrtrr r^r9r:)rrrxrrls r quick_testrhs &M %& &M*,I&;?+>+CJ z1-  C5#j/*"T*-=-C-C-E,FGH22>*%3  Z JJqM. - #$ &Mrc[S5 [S5 [S5 [S5 [S5 [5n/SQnSnURX!5nU$)z*Test with completely custom category namesr zTESTING CUSTOM CATEGORY NAMESz7Testing system's ability to handle any category name...) zepic-battle-scenezprofessional-headshotzgame-character-designzbook-cover-artz movie-posterz album-coverzt-shirt-designz logo-designzchildren-book-illustrationzscientific-diagramz"A creative and professional designr)rcustom_categoriesrrws rtest_custom_categoriesrsU &M )* &M CD &M*,I 2F00KG Nrc  [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [R5H'up[S UR5S US 35 M) [S5 [S 5 [S5 /S Qn[SR U55 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [S5 [ S5R 5nUS:Xa [5 GOUS:Xa [5 GOUS:Xa [5 GOUS:Xa [5 GOUS:XaO[ S5R 5n[ S5R 5n[5nURXE5 GO4US :XGa[5nUR5n[S5 [S!5 [S5 [S"[US#535 US#R5Hn[S U35 M [S$[US%535 [!US%R55n[#S&[U5S'5H%n [S(SR XU S'-535 M' [S)US*35 [S5 OUS+:Xa [S,5 g-[S.5 g-[S5 [S/5 [S0[$S135 [S5 g-)2z#Main function with interactive menuriz5PROFESSIONAL IMAGE GENERATOR - ALL CATEGORIES VERSIONr u! ✅ ALL CATEGORY TYPES SUPPORTEDu0✅ NO RESTRICTIONS - ANY CATEGORY NAME ACCEPTEDu✅ INTELLIGENT MODEL SELECTIONu✅ 100+ CATEGORY MAPPINGSzAVAILABLE MAIN CATEGORIESu • z: rzEXAMPLE SUPPORTED CATEGORIES)r rrr"r(r-r:r;r=r8r7rSr@rFrWr[r`rbrJrDr>rVr\rNrQr_r)rr rz4 ...and MANY MORE! System accepts ANY category name.z TESTING MENUu1️⃣ Quick Test (3 images)u,2️⃣ Test Popular Categories (10 images)u,3️⃣ Test All Category Types (20 images)u+4️⃣ Test Custom Categories (10 images)u!5️⃣ Custom Single Generationu&6️⃣ Show All Supported Categoriesu 7️⃣ Exitz Select option (1-7): 12345z Enter prompt: zEnter category (any name): 6zALL SUPPORTED CATEGORIESz Main Categories: rbz Extended Categories: rcrz  re7u 👋 Goodbye!Nu ❌ Invalid optionu🎉 OPERATION COMPLETEu📁 Check images in: r)rrrr r5inputrrrrrrr^rfrrlistr1r) r/rexample_categorieschoicerrrinforvr=s rmainrs - AB &M ./ <= +, &' - %& &M'--/  tzz|nBvg&7890 - () &M $))& '( AB - . &M *+ 89 89 78 -. 23 / &M , - 3 3 5F } 3! 3! 3 3)*00267==?.0 ))&; 3.0 002 m () f  #C->(?$@#ABC*+002D F4&/ "3 'D1F,G(H'IJKt$9:??ABq#o.2A Btyy1Q3!789: ;3 4 ?#$% f 3   $% - #$ "=/ 34 &Mr__main__))rrrXr9rrr0pathlibrriorsysrePILr ImportErrorr subprocess check_call executablerrrrr rrrrrrrrrrrrrrr|rrrrs     %f BCf PQf  2%   ]hm NdW   cMM  \xF V{R YyH U0fhkhkh [ h ; h  h 4h dhhThTh ~!h"#h$%h& n'h( ^)h* N+h0'1h2W3h4w5h6 g7h< W=h>7?h@7AhF [GhH KIhJKhL KMhNkOhT UhV ;WhX YhZK[h\+]h^;_h` ahb;chdKehj{khl kmhn{ohp+qhrshtuhv [wh| }h~h@AhB KChD EhJTKhLDMhNOhP kQhRShT;UhZ{[h\;]h^+_h`;ahbchh ihj kkhlKmhn+ohpqhv kwhx kyhz{{h|}hB KChD kEhF kGhH KIhJ KhP{QhR [ShT >UhV >WhX+Yh^ D_h`ahbchdehf Tghl{mhn kohp{qhrshxtyhz{h| 4}hB[ChD[EhF{GhH+IhJ kKhL{MhN;OhT [UhV;WhX kYhZ [h\ ]h^{_hd ehf{ghh+ihj khpqhr{sht kuhv{whx{yh~ kh@ AhB KChD EhF GhHtIhJ  OhV J KX H  L  G  GPGZWVEEH  ?!"A#$S%2+\0f > 3FAAP -`0:DRj zF{% %&3>>4 8LM #$ %sJAKK