DiogoCosta18
138 lines
6.0 KiB
JSON
138 lines
6.0 KiB
JSON
{
|
|
"run": "p2b_resnet18_224",
|
|
"fold": 0,
|
|
"n_candidates": 192,
|
|
"candidate_metrics": {
|
|
"accuracy": 0.9895833333333334,
|
|
"auc_roc": 0.9984085648148149,
|
|
"f1": 0.993006993006993,
|
|
"confusion_matrix": [
|
|
[
|
|
48,
|
|
0
|
|
],
|
|
[
|
|
2,
|
|
142
|
|
]
|
|
]
|
|
},
|
|
"heldout_source": null,
|
|
"selected": [
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\74\\3290874_1984-06-18_2004.jpg",
|
|
"basename": "3290874_1984-06-18_2004.jpg",
|
|
"source": "wiki",
|
|
"label": 0,
|
|
"pred": 0,
|
|
"prob_fake": 3.208382226560502e-09,
|
|
"logit": -19.557498931884766,
|
|
"selection": "confident_true_wiki"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\29\\19558629_1985-02-28_2007.jpg",
|
|
"basename": "19558629_1985-02-28_2007.jpg",
|
|
"source": "wiki",
|
|
"label": 0,
|
|
"pred": 0,
|
|
"prob_fake": 6.348270176204096e-08,
|
|
"logit": -16.572498321533203,
|
|
"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": 1.0,
|
|
"logit": 17.80807876586914,
|
|
"selection": "confident_true_inpainting"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\81\\3028481_1951-07-05_1977.jpg",
|
|
"basename": "3028481_1951-07-05_1977.jpg",
|
|
"source": "insight",
|
|
"label": 1,
|
|
"pred": 1,
|
|
"prob_fake": 1.0,
|
|
"logit": 19.85223960876465,
|
|
"selection": "confident_true_insight"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\10\\726410_1912-05-31_1997.jpg",
|
|
"basename": "726410_1912-05-31_1997.jpg",
|
|
"source": "text2img",
|
|
"label": 1,
|
|
"pred": 1,
|
|
"prob_fake": 1.0,
|
|
"logit": 17.96767807006836,
|
|
"selection": "confident_true_text2img"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\33\\12318533_1982-06-16_2007.jpg",
|
|
"basename": "12318533_1982-06-16_2007.jpg",
|
|
"source": "insight",
|
|
"label": 1,
|
|
"pred": 0,
|
|
"prob_fake": 0.00015543345944024622,
|
|
"logit": -8.769137382507324,
|
|
"selection": "strong_false_negative"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\10\\726410_1912-05-31_1997.jpg",
|
|
"basename": "726410_1912-05-31_1997.jpg",
|
|
"source": "inpainting",
|
|
"label": 1,
|
|
"pred": 0,
|
|
"prob_fake": 0.0615716315805912,
|
|
"logit": -2.7240052223205566,
|
|
"selection": "strong_false_negative"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\57\\31543457_1910-02-06_1970.jpg",
|
|
"basename": "31543457_1910-02-06_1970.jpg",
|
|
"source": "inpainting",
|
|
"label": 1,
|
|
"pred": 1,
|
|
"prob_fake": 0.5928639769554138,
|
|
"logit": 0.3758176565170288,
|
|
"selection": "borderline"
|
|
},
|
|
{
|
|
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\44\\3720944_1920-12-28_1963.jpg",
|
|
"basename": "3720944_1920-12-28_1963.jpg",
|
|
"source": "insight",
|
|
"label": 1,
|
|
"pred": 1,
|
|
"prob_fake": 0.7217857837677002,
|
|
"logit": 0.9533369541168213,
|
|
"selection": "borderline"
|
|
},
|
|
{
|
|
"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": 0.897236168384552,
|
|
"logit": 2.1668851375579834,
|
|
"selection": "expanded_context"
|
|
}
|
|
],
|
|
"image_paths": [
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\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\\p2b_resnet18_224\\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\\p2b_resnet18_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_resnet18_224\\04_confident_true_insight_insight_3028481_1951-07-05_1977.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\05_confident_true_text2img_text2img_726410_1912-05-31_1997.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\06_strong_false_negative_insight_12318533_1982-06-16_2007.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\07_strong_false_negative_inpainting_726410_1912-05-31_1997.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\08_borderline_inpainting_31543457_1910-02-06_1970.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\09_borderline_insight_3720944_1920-12-28_1963.png",
|
|
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\10_expanded_context_insight_34379104_1950-12-07_2013.png"
|
|
],
|
|
"panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\panel.png",
|
|
"expanded_panel_path": null,
|
|
"fine_panel_path": null
|
|
} |