{ "run": "p2c_resnet18_facecrop", "fold": 0, "n_candidates": 192, "candidate_metrics": { "accuracy": 0.890625, "auc_roc": 0.9911747685185185, "f1": 0.9219330855018587, "confusion_matrix": [ [ 47, 1 ], [ 20, 124 ] ] }, "heldout_source": null, "selected": [ { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\74\\3290874_1984-06-18_2004.jpg", "basename": "3290874_1984-06-18_2004.jpg", "source": "wiki", "label": 0, "pred": 0, "prob_fake": 2.0144028667345992e-08, "logit": -17.72035789489746, "selection": "confident_true_wiki" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\29\\19558629_1985-02-28_2007.jpg", "basename": "19558629_1985-02-28_2007.jpg", "source": "wiki", "label": 0, "pred": 0, "prob_fake": 2.1860007137775028e-08, "logit": -17.638607025146484, "selection": "confident_true_wiki" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\97\\3832797_1984-01-19_2010.jpg", "basename": "3832797_1984-01-19_2010.jpg", "source": "inpainting", "label": 1, "pred": 1, "prob_fake": 0.9999995231628418, "logit": 14.502941131591797, "selection": "confident_true_inpainting" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\83\\2667583_1985-05-02_2009.jpg", "basename": "2667583_1985-05-02_2009.jpg", "source": "insight", "label": 1, "pred": 1, "prob_fake": 1.0, "logit": 17.030344009399414, "selection": "confident_true_insight" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\79\\25469179_1988-04-23_2008.jpg", "basename": "25469179_1988-04-23_2008.jpg", "source": "text2img", "label": 1, "pred": 1, "prob_fake": 0.9999992847442627, "logit": 14.198725700378418, "selection": "confident_true_text2img" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\57\\31543457_1910-02-06_1970.jpg", "basename": "31543457_1910-02-06_1970.jpg", "source": "wiki", "label": 0, "pred": 1, "prob_fake": 0.6529371738433838, "logit": 0.6319749355316162, "selection": "strong_false_positive" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\49\\25392649_1991-05-29_2013.jpg", "basename": "25392649_1991-05-29_2013.jpg", "source": "text2img", "label": 1, "pred": 0, "prob_fake": 0.004319223575294018, "logit": -5.4403510093688965, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\15\\16719015_1940-10-10_1964.jpg", "basename": "16719015_1940-10-10_1964.jpg", "source": "inpainting", "label": 1, "pred": 0, "prob_fake": 0.007250246591866016, "logit": -4.919443130493164, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\23\\35796523_1952-12-01_1992.jpg", "basename": "35796523_1952-12-01_1992.jpg", "source": "insight", "label": 1, "pred": 1, "prob_fake": 0.5090859532356262, "logit": 0.03634767234325409, "selection": "borderline" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\02\\10386202_1915-02-10_1949.jpg", "basename": "10386202_1915-02-10_1949.jpg", "source": "text2img", "label": 1, "pred": 1, "prob_fake": 0.5188130736351013, "logit": 0.07528790831565857, "selection": "borderline" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\08\\3523408_1963-02-01_2015.jpg", "basename": "3523408_1963-02-01_2015.jpg", "source": "text2img", "label": 1, "pred": 0, "prob_fake": 0.46507686376571655, "logit": -0.1399204581975937, "selection": "expanded_context" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\61\\9200161_1991-02-11_2014.jpg", "basename": "9200161_1991-02-11_2014.jpg", "source": "insight", "label": 1, "pred": 0, "prob_fake": 0.4395407438278198, "logit": -0.24302612245082855, "selection": "expanded_context" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\39\\451239_1954-05-11_2007.jpg", "basename": "451239_1954-05-11_2007.jpg", "source": "text2img", "label": 1, "pred": 0, "prob_fake": 0.39794081449508667, "logit": -0.4140525758266449, "selection": "expanded_context" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\00\\12611800_1950-08-17_2011.jpg", "basename": "12611800_1950-08-17_2011.jpg", "source": "insight", "label": 1, "pred": 1, "prob_fake": 0.6231862902641296, "logit": 0.5030946731567383, "selection": "expanded_context" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\41\\37585341_1994-09-01_2015.jpg", "basename": "37585341_1994-09-01_2015.jpg", "source": "inpainting", "label": 1, "pred": 0, "prob_fake": 0.34164801239967346, "logit": -0.6559587717056274, "selection": "expanded_context" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\25\\1932725_1949-01-25_1979.jpg", "basename": "1932725_1949-01-25_1979.jpg", "source": "insight", "label": 1, "pred": 0, "prob_fake": 0.3312528729438782, "logit": -0.7025240063667297, "selection": "expanded_context" } ], "image_paths": [ "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\01_confident_true_wiki_wiki_3290874_1984-06-18_2004.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\02_confident_true_wiki_wiki_19558629_1985-02-28_2007.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\03_confident_true_inpainting_inpainting_3832797_1984-01-19_2010.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\04_confident_true_insight_insight_2667583_1985-05-02_2009.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\05_confident_true_text2img_text2img_25469179_1988-04-23_2008.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\06_strong_false_positive_wiki_31543457_1910-02-06_1970.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\07_strong_false_negative_text2img_25392649_1991-05-29_2013.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\08_strong_false_negative_inpainting_16719015_1940-10-10_1964.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\09_borderline_insight_35796523_1952-12-01_1992.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\10_borderline_text2img_10386202_1915-02-10_1949.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\11_expanded_context_text2img_3523408_1963-02-01_2015.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\12_expanded_context_insight_9200161_1991-02-11_2014.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\13_expanded_context_text2img_451239_1954-05-11_2007.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\14_expanded_context_insight_12611800_1950-08-17_2011.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\15_expanded_context_inpainting_37585341_1994-09-01_2015.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\16_expanded_context_insight_1932725_1949-01-25_1979.png" ], "panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel.png", "expanded_panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_expanded.png", "fine_panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_fine_layer3.png" }