{ "run": "p2b_simplecnn_224", "fold": 0, "n_candidates": 192, "candidate_metrics": { "accuracy": 0.7447916666666666, "auc_roc": 0.8207465277777778, "f1": 0.8122605363984674, "confusion_matrix": [ [ 37, 11 ], [ 38, 106 ] ] }, "heldout_source": null, "selected": [ { "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": 0.09357129782438278, "logit": -2.2707886695861816, "selection": "confident_true_wiki" }, { "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": 0.12308616936206818, "logit": -1.9635241031646729, "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": 0.9532476663589478, "logit": 3.0150113105773926, "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": 0.9883313775062561, "logit": 4.439114093780518, "selection": "confident_true_insight" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\46\\6385546_1980-05-23_2013.jpg", "basename": "6385546_1980-05-23_2013.jpg", "source": "text2img", "label": 1, "pred": 1, "prob_fake": 0.9493488669395447, "logit": 2.9308156967163086, "selection": "confident_true_text2img" }, { "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": 0.868328869342804, "logit": 1.8862627744674683, "selection": "strong_false_positive" }, { "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": 0.8662444949150085, "logit": 1.8681539297103882, "selection": "strong_false_positive" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\35\\20728335_1988-07-07_2014.jpg", "basename": "20728335_1988-07-07_2014.jpg", "source": "text2img", "label": 1, "pred": 0, "prob_fake": 0.21595068275928497, "logit": -1.289421796798706, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\27\\2103427_1986-06-19_2012.jpg", "basename": "2103427_1986-06-19_2012.jpg", "source": "insight", "label": 1, "pred": 0, "prob_fake": 0.21677419543266296, "logit": -1.2845648527145386, "selection": "strong_false_negative" }, { "path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\52\\9143052_1931-01-21_1991.jpg", "basename": "9143052_1931-01-21_1991.jpg", "source": "insight", "label": 1, "pred": 0, "prob_fake": 0.4993416368961334, "logit": -0.002633415162563324, "selection": "borderline" } ], "image_paths": [ "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\01_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\\p2b_simplecnn_224\\02_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\\p2b_simplecnn_224\\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\\p2b_simplecnn_224\\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\\p2b_simplecnn_224\\05_confident_true_text2img_text2img_6385546_1980-05-23_2013.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\06_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\\p2b_simplecnn_224\\07_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\\p2b_simplecnn_224\\08_strong_false_negative_text2img_20728335_1988-07-07_2014.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\09_strong_false_negative_insight_2103427_1986-06-19_2012.png", "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\10_borderline_insight_9143052_1931-01-21_1991.png" ], "panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\panel.png", "expanded_panel_path": null, "fine_panel_path": null }