Files
DRL_PROJ/classifier/outputs/analysis/gradcam/p1_resnet18_baseline_summary.json
T
2026-05-06 20:31:06 +01:00

138 lines
6.1 KiB
JSON

{
"run": "p1_resnet18_baseline",
"fold": 0,
"n_candidates": 192,
"candidate_metrics": {
"accuracy": 0.9270833333333334,
"auc_roc": 0.9769965277777778,
"f1": 0.950354609929078,
"confusion_matrix": [
[
44,
4
],
[
10,
134
]
]
},
"heldout_source": null,
"selected": [
{
"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": 7.202164852060378e-06,
"logit": -11.841121673583984,
"selection": "confident_true_wiki"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\83\\2667583_1985-05-02_2009.jpg",
"basename": "2667583_1985-05-02_2009.jpg",
"source": "wiki",
"label": 0,
"pred": 0,
"prob_fake": 8.81600226421142e-06,
"logit": -11.638933181762695,
"selection": "confident_true_wiki"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\inpainting\\08\\3523408_1963-02-01_2015.jpg",
"basename": "3523408_1963-02-01_2015.jpg",
"source": "inpainting",
"label": 1,
"pred": 1,
"prob_fake": 1.0,
"logit": 17.020292282104492,
"selection": "confident_true_inpainting"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\17\\32590217_1942-09-19_2014.jpg",
"basename": "32590217_1942-09-19_2014.jpg",
"source": "insight",
"label": 1,
"pred": 1,
"prob_fake": 0.9999988079071045,
"logit": 13.679031372070312,
"selection": "confident_true_insight"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\text2img\\31\\2346431_1980-06-11_2007.jpg",
"basename": "2346431_1980-06-11_2007.jpg",
"source": "text2img",
"label": 1,
"pred": 1,
"prob_fake": 1.0,
"logit": 18.888574600219727,
"selection": "confident_true_text2img"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\97\\3832797_1984-01-19_2010.jpg",
"basename": "3832797_1984-01-19_2010.jpg",
"source": "wiki",
"label": 0,
"pred": 1,
"prob_fake": 0.9967204928398132,
"logit": 5.7167792320251465,
"selection": "strong_false_positive"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\49\\25392649_1991-05-29_2013.jpg",
"basename": "25392649_1991-05-29_2013.jpg",
"source": "wiki",
"label": 0,
"pred": 1,
"prob_fake": 0.8840320110321045,
"logit": 2.031179428100586,
"selection": "strong_false_positive"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\56\\14853156_1981-05-28_2009.jpg",
"basename": "14853156_1981-05-28_2009.jpg",
"source": "insight",
"label": 1,
"pred": 0,
"prob_fake": 0.0010116391349583864,
"logit": -6.895171165466309,
"selection": "strong_false_negative"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\insight\\10\\726410_1912-05-31_1997.jpg",
"basename": "726410_1912-05-31_1997.jpg",
"source": "insight",
"label": 1,
"pred": 0,
"prob_fake": 0.0036017918027937412,
"logit": -5.622715473175049,
"selection": "strong_false_negative"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\data\\wiki\\81\\3028481_1951-07-05_1977.jpg",
"basename": "3028481_1951-07-05_1977.jpg",
"source": "wiki",
"label": 0,
"pred": 0,
"prob_fake": 0.4881739914417267,
"logit": -0.04731296747922897,
"selection": "borderline"
}
],
"image_paths": [
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\01_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\\p1_resnet18_baseline\\02_confident_true_wiki_wiki_2667583_1985-05-02_2009.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\03_confident_true_inpainting_inpainting_3523408_1963-02-01_2015.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\04_confident_true_insight_insight_32590217_1942-09-19_2014.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\05_confident_true_text2img_text2img_2346431_1980-06-11_2007.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\06_strong_false_positive_wiki_3832797_1984-01-19_2010.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\07_strong_false_positive_wiki_25392649_1991-05-29_2013.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\08_strong_false_negative_insight_14853156_1981-05-28_2009.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\09_strong_false_negative_insight_726410_1912-05-31_1997.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\10_borderline_wiki_3028481_1951-07-05_1977.png"
],
"panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\panel.png",
"expanded_panel_path": null,
"fine_panel_path": null
}