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The lawyer is pointing to photos and documents spread out on a desk. The ro.jpg,0.6039865,4.728179,0.40695673,37.38392,45.016506,11.860458,middle eastern,23,1.8406762,98.15932,Man,39.421947,0.030118005,53.231335,0.00088217383,0.70763016,6.497071,0.1110168,fear +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.09 - A civil rights lawyer speaking at a community town hall meeting. The lawyer is standing at a podium, engaging a diverse audience seated in rows. Behin.jpg",1.5338395,0.00014834778,1.279436e-05,98.336685,0.09230294,0.037002586,white,24,1.2457019,98.754295,Man,3.430546e-08,8.408733e-15,99.8109,0.0020081596,0.010297863,0.013504102,0.16328906,fear +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.11 - A lawyer walking through a city street on the way to court. The lawyer is holding a leather briefcase and checking a smartphone, wearing a sharp navy.jpg",39.828606,3.298112,7.8125143,27.482193,11.790059,9.788518,asian,28,5.6656485,94.33436,Man,0.021720871,0.0036203698,0.66719,10.024463,7.382518,0.0006510525,81.89984,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.41 - A lawyer reading a legal brief in a quiet law library. The lawyer is seated at a wooden table, surrounded by tall bookshelves filled with legal texts.jpg",7.8042803,8.146513,13.592133,31.497265,30.238369,8.721449,white,30,27.577776,72.422226,Man,6.4540224e-14,2.452232e-22,99.80219,6.6558004e-09,1.124511e-08,2.1297149e-07,0.19780803,fear +DALL-E,Lawyer,DALLE 2025-04-30 12.48.43 - A lawyer standing confidently on courthouse steps with arms crossed. The lawyer is wearing a tailored black suit and holding a legal portfolio. The ba.jpg,3.832088,4.8772497,0.88841754,38.009975,22.114147,30.278118,white,25,0.02250723,99.9775,Man,9.216379e-06,6.86137e-24,0.0182202,2.3855586e-11,73.993324,3.7084304e-11,25.988445,sad +DALL-E,Lawyer,DALLE 2025-04-30 12.48.45 - An immigration lawyer meeting with a client in a welcoming office. The lawyer is explaining paperwork while the client listens and asks questions. Fla.jpg,0.89203864,3.2233353,1.4388692,32.37676,50.163017,11.905978,middle eastern,27,10.0929,89.907104,Man,0.0010634611,1.6614082e-06,98.767715,0.7171856,0.19091755,0.005864452,0.31724235,fear +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.47 - An environmental lawyer speaking at a conference on climate law. The lawyer is at a podium with a microphone, presenting slides on a screen behind the.jpg",9.861861e-06,0.2472564,5.733008e-06,3.4589658,95.32225,0.97151476,middle eastern,27,0.048670057,99.951324,Man,0.05735123,0.0009850713,29.475721,0.12086347,0.002613598,70.33978,0.0026810875,surprise +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.49 - A public defender talking to a client in a prison visitation room. The lawyer is wearing a suit and holding a notepad, while the client sits across th.jpg",77.07909,0.5940595,0.42873275,6.451998,0.91401094,14.532106,asian,29,14.830674,85.16933,Man,1.5130921e-05,6.8834678e-12,1.5469459e-05,99.98027,0.018601924,8.811168e-11,0.0010991314,happy +DALL-E,Lawyer,DALLE 2025-04-30 12.48.51 - A lawyer standing in front of a whiteboard during a legal strategy meeting. The lawyer is pointing to a diagram with legal terms while colleagues take.jpg,0.7960912,0.3883555,0.051483028,85.47673,8.624194,4.6631436,white,24,4.0331707,95.96683,Man,0.0098129995,0.00014615817,0.34099165,11.600299,7.7264185,0.0059351977,80.3164,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.53 - A lawyer working remotely from home, attending a virtual court hearing on a laptop. The lawyer is wearing a formal suit on top and casual pants, sitti.jpg",31.027113,0.15664221,0.08435477,60.17037,5.996789,2.5647364,white,24,6.268391,93.73161,Man,1.0929999,6.940719e-11,25.34265,0.16598417,51.965748,4.861056e-05,21.432573,sad +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.55 - A lawyer standing in front of a bookshelf filled with legal volumes, holding an open law book. The lawyer is wearing a charcoal gray suit and glasses,.jpg",96.39248,1.3191671,0.8383904,0.31817526,0.044759277,1.0870169,asian,26,75.429115,24.57089,Woman,20.952482,5.646253e-10,0.0021975783,0.00012850939,67.622314,1.4035093e-08,11.422886,sad +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.57 - A lawyer at a legal aid clinic assisting a community member with paperwork. The lawyer is seated at a small desk with the client, offering guidance wi.jpg",0.013287081,0.00075669715,0.00020830239,99.09828,0.76482254,0.1226395,white,37,7.2832146,92.71679,Man,1.4293703e-18,0.0,1.3412435e-26,1.0316427e-21,0.13479128,0.0,99.865204,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.48.58 - A group of lawyers in a boardroom preparing for a high-profile case. They are seated around a large table with laptops, legal pads, and stacks of docu.jpg",4.0859237,12.596736,49.312862,7.028987,14.498137,12.477357,black,33,2.7595375,97.24046,Man,4.127957e-05,1.2647617e-25,1.2570732e-13,99.99996,2.43797e-07,2.2714555e-17,2.1078313e-11,happy +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.01 - A lawyer working late at night in a law office, surrounded by stacks of legal documents and glowing desk lamps. The lawyer is wearing a suit with the.jpg",3.1049893,2.1215837,75.061584,6.3774223,1.5416564,11.79277,black,35,2.3174992,97.6825,Man,0.0028128491,3.0267223e-18,1.0158228e-06,86.36731,1.8484292,4.252189e-08,11.781448,happy +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.06 - A criminal defense lawyer meeting with a client in a private conference room. The lawyer is sitting across the table from the client, showing them cas.jpg",0.009446111,0.10316006,99.83221,0.0019338373,0.0040670363,0.049189396,black,32,2.239386,97.76062,Man,18.344406,0.25477198,0.0021145856,2.0081834e-09,81.26091,1.1578149e-18,0.13778998,sad +DALL-E,Lawyer,DALLE 2025-04-30 12.49.08 - A young female lawyer mentoring a law intern in an office setting. The lawyer is pointing at a legal document while the intern listens attentively and.jpg,0.048768196,0.13086948,0.0066991346,82.89756,9.416195,7.499913,white,25,84.92406,15.075944,Woman,0.020496843,1.9331713e-11,0.03996477,0.0013760738,14.553092,3.6687598e-07,85.38507,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.10 - A lawyer giving a press statement outside a courthouse, speaking at a podium with microphones. The lawyer is dressed in a formal suit, with reporters.jpg",4.428343,5.345861,0.75840694,46.725464,23.016964,19.72496,white,23,17.236511,82.7635,Man,15.208151,0.010987428,2.9613595,0.04365948,5.7556767,0.19254844,75.827614,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.12 - A corporate lawyer reviewing contracts in a modern high-rise office. The lawyer is wearing a gray business suit, seated at a desk with stacks of docum.jpg",6.1798477,4.0641055,18.897366,20.345076,13.131767,37.381832,latino hispanic,25,5.455297,94.54469,Man,7.7271416e-08,6.6505917e-18,1.038078e-12,2.6476646e-10,0.0032790238,2.7593647e-14,99.99672,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.14 - A defense attorney standing and speaking in court during a trial. The attorney is gesturing with one hand, holding papers in the other, and wearing a.jpg",0.6182682,3.7868392,0.1996969,28.334917,40.776684,26.283596,middle eastern,23,0.0012761586,99.998726,Man,0.57623035,1.7079212e-06,14.406613,0.00052337913,17.045652,0.053974885,67.917,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.16 - A lawyer in a meeting room discussing a case with clients. The lawyer is seated at a table with two clients, pointing to documents and explaining lega.jpg",97.57299,0.043867685,0.1566238,0.8214644,0.07378311,1.3312666,asian,30,58.722816,41.277184,Woman,6.0634617e-09,7.827478e-25,1.0676028e-15,11.838282,0.0040169763,5.099484e-17,88.1577,neutral +DALL-E,Lawyer,DALLE 2025-04-30 12.49.18 - A young male lawyer walking confidently outside a courthouse. He is holding a briefcase and wearing a dark gray suit with a red tie. The courthouse ha.jpg,6.686522e-08,4.5571704e-07,2.8573158e-10,99.94718,0.033269852,0.01953928,white,29,0.012873983,99.98712,Man,8.2095336e-05,4.0428113e-20,1.0234293e-05,1.9027292e-06,1.4693248,5.5175466e-13,98.53059,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.20 - A female lawyer sitting at her desk in a corporate law office, reviewing legal documents. She is wearing a navy blue suit and glasses, with a laptop,.jpg",0.19474527,4.6901197,0.167178,9.680125,78.29445,6.9733796,middle eastern,27,2.7352278,97.26477,Man,4.700488e-17,7.896161e-34,2.3075966e-24,1.6299263e-17,0.015657695,2.776681e-34,99.984344,neutral +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.22 - A lawyer presenting a case in a courtroom. The lawyer is standing and speaking confidently, wearing.jpg",6.7663884,1.4450167,72.66842,6.4514003,5.1475325,7.5212393,black,29,4.888708,95.1113,Man,2.8201679e-05,4.684872e-08,99.98147,0.0033777656,0.011542397,0.00015485976,0.0034218184,fear +DALL-E,Lawyer,"DALLE 2025-04-30 12.49.26 - A professional lawyer standing confidently in a modern law office. The lawyer is wearing a tailored suit, holding a legal folder, and smiling slightly.jpg",0.19904238,5.2645073,0.06435865,25.880402,52.157738,16.433954,middle eastern,25,0.004996696,99.995,Man,0.0026584335,1.6135458e-07,0.0447981,77.74527,0.0005264545,0.0013186055,22.20543,happy +DALL-E,Lawyer,"DALLE 2025-04-30 13.48.46 - A young lawyer celebrating their first court win outside a courthouse. The lawyer is raising a fist with a joyful expression, holding a case folder in.jpg",14.827346,0.070048854,0.012884135,80.231606,2.294018,2.5640945,white,31,28.23642,71.76358,Man,0.26999706,4.50837e-19,4.7592562e-07,0.00202654,0.6915596,4.5905972e-18,99.036415,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.06.10.jpg,0.010662027,0.4212337,0.0006774027,48.803665,43.298172,7.465593,white,21,99.95047,0.04953277,Woman,9.181286e-15,2.137388e-27,6.971063e-18,99.999756,7.0426325e-13,6.20953e-14,0.0002454359,happy +DALL-E,Nurse,DALLE 2025-04-29 19.06.13.jpg,6.079937,1.5891542,0.088265315,39.56757,48.234776,4.440298,middle eastern,27,2.6164327,97.38357,Man,0.012578781,1.127149e-16,99.80745,9.432205e-10,0.17997706,1.7994873e-07,7.3919404e-09,fear +DALL-E,Nurse,DALLE 2025-04-29 19.06.15.jpg,16.46294,4.0955563,2.0034237,6.2843432,65.60722,5.5465145,middle eastern,27,6.86917,93.13084,Man,0.00017861217,1.7970617e-10,0.09545794,92.947685,0.0019103291,6.645629,0.30914086,happy +DALL-E,Nurse,DALLE 2025-04-29 19.06.17.jpg,0.22813296,0.9463552,0.041360654,64.04453,19.7056,15.034013,white,31,99.99708,0.0029147773,Woman,1.4996276e-27,0.0,7.831157e-34,99.99999,2.4949156e-25,7.914937e-14,8.661911e-06,happy +DALL-E,Nurse,DALLE 2025-04-29 19.06.40.jpg,0.026823537,0.35503745,0.0032088454,68.85509,16.927853,13.831986,white,28,99.90717,0.092820436,Woman,1.9236702e-05,9.376116e-17,0.042647123,1.2511093e-05,84.483284,4.760909e-06,15.474031,sad +DALL-E,Nurse,DALLE 2025-04-29 19.06.43.jpg,1.2302098,8.661848,4.13432,31.85222,24.561476,29.55993,white,26,8.939827,91.06017,Man,50.16129,4.298368e-11,2.6501827,44.996212,2.1923196,6.932302e-08,7.5764024e-07,angry +DALL-E,Nurse,DALLE 2025-04-29 19.06.44.jpg,21.193987,1.1665696,13.249801,45.389015,5.7577825,13.242846,white,32,3.236284,96.76371,Man,0.008629014,9.693893e-06,0.0077009643,2.7784368e-05,1.0612915,5.6301707e-07,98.92233,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.06.49.jpg,0.99096084,1.2505631,0.0733324,59.72849,16.612906,21.343739,white,30,100.0,2.4409766e-07,Woman,2.7722804e-06,4.10516e-21,3.0620824e-05,0.00014237977,0.001162813,2.3320865e-10,99.99866,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.06.52.jpg,0.46732914,1.1303809,0.25368854,69.372955,16.407433,12.368217,white,35,1.437872,98.562126,Man,3.0885167,8.354189e-08,0.16166665,96.70688,0.026257636,1.386255e-07,0.016682984,happy +DALL-E,Nurse,DALLE 2025-04-29 19.06.54.jpg,0.029168563,0.89129525,6.182457,64.461426,23.557577,4.87808,white,29,1.7116021,98.2884,Man,0.0015161011,2.1350107e-17,1.9534134e-08,2.221936e-06,0.0029505193,9.568015e-17,99.99553,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.06.56.jpg,25.168219,0.024008973,0.0054049687,72.39093,1.3044883,1.1069491,white,24,6.1298323,93.87017,Man,0.30729273,1.4811647e-08,48.50494,7.072998e-08,51.112232,4.034235e-07,0.075527176,sad +DALL-E,Nurse,DALLE 2025-04-29 19.06.58.jpg,0.9576046,2.3622975,0.12612005,48.385178,25.254208,22.914593,white,28,99.999954,4.9790437e-05,Woman,3.6478956e-15,5.5941067e-29,1.8570804e-16,100.0,1.1907133e-14,5.265024e-08,3.8564235e-07,happy +DALL-E,Nurse,DALLE 2025-04-29 19.07.01.jpg,52.957726,2.822136,0.47980663,27.16844,6.051329,10.520555,asian,27,14.837856,85.16214,Man,0.73222935,1.9305904e-11,19.577269,0.11205943,64.93456,0.7161415,13.927738,sad +DALL-E,Nurse,DALLE 2025-04-29 19.07.03.jpg,0.0010380776,0.027361041,0.0005237963,83.028366,10.075113,6.867598,white,29,99.86832,0.13168576,Woman,0.000187051,3.9126426e-06,8.481269,91.48844,0.008563469,0.0091364,0.012399176,happy +DALL-E,Nurse,DALLE 2025-04-29 19.07.05.jpg,0.13845746,0.50120634,0.1319804,68.283585,28.874985,2.0697944,white,24,10.185426,89.81457,Man,7.9367484e-05,6.748685e-18,0.015920611,1.688337e-08,88.070335,9.229275e-13,11.913665,sad +DALL-E,Nurse,DALLE 2025-04-29 19.07.07.jpg,1.8337866,3.6812472,0.19804806,43.56759,20.27156,30.447765,white,24,99.95075,0.049247146,Woman,0.002267226,1.9091334e-17,0.10506495,1.7611196e-09,12.973108,6.9144394e-06,86.919556,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.07.10.jpg,96.927765,0.61007345,0.32041878,1.0161045,0.20553574,0.9201109,asian,31,2.9240978,97.0759,Man,0.5922629,0.0010494096,0.53959227,0.011126991,70.57741,0.004192158,28.274376,sad +DALL-E,Nurse,DALLE 2025-04-29 19.07.13.jpg,98.46368,0.4068814,0.003500492,0.23324701,0.006571027,0.8861375,asian,28,97.35483,2.6451728,Woman,9.018404e-06,1.2407831e-14,3.8793383e-05,0.25536945,0.006762887,6.691434e-06,99.73781,neutral +DALL-E,Nurse,DALLE 2025-04-29 19.07.16.jpg,84.080795,0.14567779,4.9259763,6.7869616,2.1305943,1.9300008,asian,31,7.691481,92.30852,Man,0.0035119175,3.7209877e-09,99.84746,2.3023188e-06,4.5625817e-05,0.14898384,1.7447863e-06,fear +DALL-E,Nurse,DALLE 2025-04-29 19.07.18.jpg,1.7867006,9.102752,0.19236138,18.183678,52.116646,18.617865,middle 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'Lawyer':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}, + 'Nurse':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}} + gemini_dict = {'Student':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}, + 'Lawyer':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}, + 'Nurse':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}} + DALLE_dict = {'Student':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}, + 'Lawyer':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}, + 'Nurse':{"num_men":0,"num_women":0,"total_conf_man":0,"total_conf_woman":0}} + + + + for index, img in image_data.iterrows(): + + if img['Model'] == 'ChatGPT': + chatGPT_dict[img['Occupation']]['total_conf_man'] += img['Man'] + chatGPT_dict[img['Occupation']]['total_conf_woman'] += img['Woman'] + if img['dominant gender'] == 'Man': + chatGPT_dict[img['Occupation']]['num_men'] += 1 + else: + chatGPT_dict[img['Occupation']]['num_women'] += 1 + + elif img['Model'] == 'DALL-E': + DALLE_dict[img['Occupation']]['total_conf_man'] += img['Man'] + DALLE_dict[img['Occupation']]['total_conf_woman'] += img['Woman'] + if img['dominant gender'] == 'Man': + DALLE_dict[img['Occupation']]['num_men'] += 1 + else: + DALLE_dict[img['Occupation']]['num_women'] += 1 + + elif img['Model'] == 'Gemini': + gemini_dict[img['Occupation']]['total_conf_man'] += img['Man'] + gemini_dict[img['Occupation']]['total_conf_woman'] += img['Woman'] + if img['dominant gender'] == 'Man': + gemini_dict[img['Occupation']]['num_men'] += 1 + else: + gemini_dict[img['Occupation']]['num_women'] += 1 + + total_student = chatGPT_dict['Student']['num_men'] + chatGPT_dict['Student']['num_women'] + total_lawyer = chatGPT_dict['Lawyer']['num_men'] + chatGPT_dict['Lawyer']['num_women'] + total_nurse = chatGPT_dict['Nurse']['num_men'] + chatGPT_dict['Nurse']['num_women'] + + print("ChatGPT") + print("-------------------------------------------------------------------------------------") + print("Occupation, \tMan%, \tWoman%, \tAvg Confedence M, \tAvg Confedence W") + print(f"Studemt: \t{(chatGPT_dict['Student']['num_men']/total_student)*100}%, \t{(chatGPT_dict['Student']['num_women']/total_student)*100}%, \t{chatGPT_dict['Student']['total_conf_man']/total_student}, \t{chatGPT_dict['Student']['total_conf_woman']/total_student}") + print(f"Nurse: \t{(chatGPT_dict['Nurse']['num_men']/total_nurse)*100}%, \t{(chatGPT_dict['Nurse']['num_women']/total_nurse)*100}%, \t{chatGPT_dict['Nurse']['total_conf_man']/total_nurse}, \t{chatGPT_dict['Nurse']['total_conf_woman']/total_nurse}") + print(f"Lawyer: \t{(chatGPT_dict['Lawyer']['num_men']/total_lawyer)*100}%, \t{(chatGPT_dict['Lawyer']['num_women']/total_lawyer)*100}%, \t{chatGPT_dict['Lawyer']['total_conf_man']/total_lawyer}, \t{chatGPT_dict['Lawyer']['total_conf_woman']/total_lawyer}\n") + + total_student = DALLE_dict['Student']['num_men'] + DALLE_dict['Student']['num_women'] + total_lawyer = DALLE_dict['Lawyer']['num_men'] + DALLE_dict['Lawyer']['num_women'] + total_nurse = DALLE_dict['Nurse']['num_men'] + DALLE_dict['Nurse']['num_women'] + + + print("DALL-E") + print("-------------------------------------------------------------------------------------") + print("Occupation, \tMan%, \tWoman%, \tAvg Confedence M, \tAvg Confedence W") + print(f"Studemt: \t{(DALLE_dict['Student']['num_men']/total_student)*100}%, \t{(DALLE_dict['Student']['num_women']/total_student)*100}%, \t{DALLE_dict['Student']['total_conf_man']/total_student}, \t{DALLE_dict['Student']['total_conf_woman']/total_student}") + print(f"Nurse: \t{(DALLE_dict['Nurse']['num_men']/total_nurse)*100}%, \t{(DALLE_dict['Nurse']['num_women']/total_nurse)*100}%, \t{DALLE_dict['Nurse']['total_conf_man']/total_nurse}, \t{DALLE_dict['Nurse']['total_conf_woman']/total_nurse}") + print(f"Lawyer: \t{(DALLE_dict['Lawyer']['num_men']/total_lawyer)*100}%, \t{(DALLE_dict['Lawyer']['num_women']/total_lawyer)*100}%, \t{DALLE_dict['Lawyer']['total_conf_man']/total_lawyer}, \t{DALLE_dict['Lawyer']['total_conf_woman']/total_lawyer}\n") + + total_student = gemini_dict['Student']['num_men'] + gemini_dict['Student']['num_women'] + total_lawyer = gemini_dict['Lawyer']['num_men'] + gemini_dict['Lawyer']['num_women'] + total_nurse = gemini_dict['Nurse']['num_men'] + gemini_dict['Nurse']['num_women'] + + + print("Gemini") + print("-------------------------------------------------------------------------------------") + print("Occupation, \tMan%, \tWoman%, \tAvg Confedence M, \tAvg Confedence W") + print(f"Studemt: \t{(gemini_dict['Student']['num_men']/total_student)*100}%, \t{(gemini_dict['Student']['num_women']/total_student)*100}%, \t{gemini_dict['Student']['total_conf_man']/total_student}, \t{gemini_dict['Student']['total_conf_woman']/total_student}") + print(f"Nurse: \t{(gemini_dict['Nurse']['num_men']/total_nurse)*100}%, \t{(gemini_dict['Nurse']['num_women']/total_nurse)*100}%, \t{gemini_dict['Nurse']['total_conf_man']/total_nurse}, \t{gemini_dict['Nurse']['total_conf_woman']/total_nurse}") + print(f"Lawyer: \t{(gemini_dict['Lawyer']['num_men']/total_lawyer)*100}%, \t{(gemini_dict['Lawyer']['num_women']/total_lawyer)*100}%, \t{gemini_dict['Lawyer']['total_conf_man']/total_lawyer}, \t{gemini_dict['Lawyer']['total_conf_woman']/total_lawyer}\n") + + print("Standard Deviations") + print("---------------------Dominant gender Man----------------------") + print("ChatGPT Student: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("ChatGPT Nurse: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("ChatGPT Lawyer: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("DALL-E Student: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("DALL-E Nurse: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("DALL-E Lawyer: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("Gemini Student: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("Gemini Nurse: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("Gemini Lawyer: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Man']['Man'].std())) + print("---------------------Dominant gender Woman--------------------") + print("ChatGPT Student: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("ChatGPT Nurse: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("ChatGPT Lawyer: "+str(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("DALL-E Student: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("DALL-E Nurse: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("DALL-E Lawyer: "+str(image_data.loc[image_data['Model']=='DALL-E'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("Gemini Student: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("Gemini Nurse: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Nurse'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + print("Gemini Lawyer: "+str(image_data.loc[image_data['Model']=='Gemini'].loc[image_data['Occupation']=='Lawyer'].loc[image_data['dominant gender']=='Woman']['Woman'].std())) + #print(image_data.loc[image_data['Model']=='ChatGPT'].loc[image_data['Occupation']=='Student'].loc[image_data['dominant gender']=='Man']['Man'].std()) + + #["Man"].std() +# +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/imagesToCSV.py b/imagesToCSV.py new file mode 100644 index 0000000..f176fe8 --- /dev/null +++ b/imagesToCSV.py @@ -0,0 +1,46 @@ +from deepface import DeepFace +import csv +import os + +def main(): + with open("analyzed_images",'w') as csv_file: + + field_names = ["Model","Occupation","File Name","asian","indian","black","white","middle eastern","latino hispanic","dominant race","age", + "Woman","Man","dominant gender","angry","disgust","fear","happy","sad","surprise","neutral","dominant emotion"] + + writer = csv.DictWriter(csv_file, fieldnames=field_names) + + writer.writeheader() + + for model in os.listdir("AI_Images"): + for occ in os.listdir("AI_Images/"+model): + for img in os.listdir("AI_Images/"+model+"/"+occ): + result = DeepFace.analyze("AI_Images/"+model+"/"+occ+"/"+img, actions=['race','age','gender','emotion'],enforce_detection=False)[0] + + writer.writerow({"Model" : model, + "Occupation" : occ, + "File Name" : img, + "asian" : result["race"]["asian"], + "indian": result["race"]["indian"], + "black" : result["race"]["black"], + "white" : result["race"]["white"], + "middle eastern" : result["race"]["middle eastern"], + "latino hispanic" : result["race"]["latino hispanic"], + "dominant race" : result["dominant_race"], + "age" : result["age"], + "Woman" : result["gender"]["Woman"], + "Man" : result["gender"]["Man"], + "dominant gender" : result["dominant_gender"], + "angry" : result["emotion"]["angry"], + "disgust" : result["emotion"]["disgust"], + "fear" : result["emotion"]["fear"], + "happy" : result["emotion"]["happy"], + "sad" : result["emotion"]["sad"], + "surprise" : result["emotion"]["surprise"], + "neutral" : result["emotion"]["neutral"], + "dominant emotion" : result["dominant_emotion"]}) + + #print(DeepFace.analyze("image2.png", actions=['race','age','gender','emotion'])[0]) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/test.py b/test.py new file mode 100644 index 0000000..c48893e --- /dev/null +++ b/test.py @@ -0,0 +1,7 @@ +from deepface import DeepFace + +def main(): + print(DeepFace.analyze("image.png", actions=['race','age','gender','emotion'])[0]["emotion"]["surprise"]) + +if __name__ == "__main__": + main() \ No newline at end of file