{ "run": "p1_simplecnn_baseline", "fold": 0, "n_candidates": 192, "candidate_metrics": { "accuracy": 0.7395833333333334, "auc_roc": 0.8378182870370371, "f1": 0.8031496062992126, "confusion_matrix": [ [ 40, 8 ], [ 42, 102 ] ] }, "heldout_source": null, "selected": [ { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\67\\779067_1968-10-08_2008.jpg", "basename": "779067_1968-10-08_2008.jpg", "source": "wiki", "label": 0, "pred": 0, "prob_fake": 0.06221456080675125, "logit": -2.7129321098327637, "selection": "confident_true_wiki" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\31\\2346431_1980-06-11_2007.jpg", "basename": "2346431_1980-06-11_2007.jpg", "source": "wiki", "label": 0, "pred": 0, "prob_fake": 0.10906809568405151, "logit": -2.1002955436706543, "selection": "confident_true_wiki" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\06\\25476706_1975-03-27_2009.jpg", "basename": "25476706_1975-03-27_2009.jpg", "source": "inpainting", "label": 1, "pred": 1, "prob_fake": 0.9499694108963013, "logit": 2.9437952041625977, "selection": "confident_true_inpainting" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\04\\34379104_1950-12-07_2013.jpg", "basename": "34379104_1950-12-07_2013.jpg", "source": "insight", "label": 1, "pred": 1, "prob_fake": 0.9545132517814636, "logit": 3.0437798500061035, "selection": "confident_true_insight" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\89\\9507989_1976-07-19_2007.jpg", "basename": "9507989_1976-07-19_2007.jpg", "source": "text2img", "label": 1, "pred": 1, "prob_fake": 0.9725574851036072, "logit": 3.567837715148926, "selection": "confident_true_text2img" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\52\\9143052_1931-01-21_1991.jpg", "basename": "9143052_1931-01-21_1991.jpg", "source": "wiki", "label": 0, "pred": 1, "prob_fake": 0.8278583884239197, "logit": 1.5705249309539795, "selection": "strong_false_positive" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\06\\25476706_1975-03-27_2009.jpg", "basename": "25476706_1975-03-27_2009.jpg", "source": "wiki", "label": 0, "pred": 1, "prob_fake": 0.8256536722183228, "logit": 1.555131196975708, "selection": "strong_false_positive" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\25\\1932725_1949-01-25_1979.jpg", "basename": "1932725_1949-01-25_1979.jpg", "source": "text2img", "label": 1, "pred": 0, "prob_fake": 0.1434662640094757, "logit": -1.786793828010559, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\41\\37585341_1994-09-01_2015.jpg", "basename": "37585341_1994-09-01_2015.jpg", "source": "inpainting", "label": 1, "pred": 0, "prob_fake": 0.1799710988998413, "logit": -1.5165432691574097, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\74\\3290874_1984-06-18_2004.jpg", "basename": "3290874_1984-06-18_2004.jpg", "source": "inpainting", "label": 1, "pred": 0, "prob_fake": 0.4988362491130829, "logit": -0.004655048251152039, "selection": "borderline" } ], "image_paths": [ "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\01_confident_true_wiki_wiki_779067_1968-10-08_2008.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\02_confident_true_wiki_wiki_2346431_1980-06-11_2007.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\03_confident_true_inpainting_inpainting_25476706_1975-03-27_2009.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\04_confident_true_insight_insight_34379104_1950-12-07_2013.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\05_confident_true_text2img_text2img_9507989_1976-07-19_2007.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\06_strong_false_positive_wiki_9143052_1931-01-21_1991.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\07_strong_false_positive_wiki_25476706_1975-03-27_2009.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\08_strong_false_negative_text2img_1932725_1949-01-25_1979.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\09_strong_false_negative_inpainting_37585341_1994-09-01_2015.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\10_borderline_inpainting_3290874_1984-06-18_2004.png" ], "panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\panel.png", "expanded_panel_path": null }