Notebooks Classifier

This commit is contained in:
DiogoCosta18
2026-05-06 00:42:20 +01:00
parent 920cc983c4
commit bed9be0b17
39 changed files with 7648 additions and 1934 deletions
@@ -0,0 +1,137 @@
{
"run": "p2c_simplecnn_facecrop",
"fold": 0,
"n_candidates": 192,
"candidate_metrics": {
"accuracy": 0.7552083333333334,
"auc_roc": 0.8058449074074073,
"f1": 0.8226415094339623,
"confusion_matrix": [
[
36,
12
],
[
35,
109
]
]
},
"heldout_source": null,
"selected": [
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\93\\28699293_1957-04-26_2009.jpg",
"basename": "28699293_1957-04-26_2009.jpg",
"source": "wiki",
"label": 0,
"pred": 0,
"prob_fake": 0.09115341305732727,
"logit": -2.2996323108673096,
"selection": "confident_true_wiki"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\31\\2346431_1980-06-11_2007.jpg",
"basename": "2346431_1980-06-11_2007.jpg",
"source": "wiki",
"label": 0,
"pred": 0,
"prob_fake": 0.10735085606575012,
"logit": -2.118091106414795,
"selection": "confident_true_wiki"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\52\\9143052_1931-01-21_1991.jpg",
"basename": "9143052_1931-01-21_1991.jpg",
"source": "inpainting",
"label": 1,
"pred": 1,
"prob_fake": 0.9165919423103333,
"logit": 2.3969175815582275,
"selection": "confident_true_inpainting"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\17\\32590217_1942-09-19_2014.jpg",
"basename": "32590217_1942-09-19_2014.jpg",
"source": "insight",
"label": 1,
"pred": 1,
"prob_fake": 0.7911618947982788,
"logit": 1.331943154335022,
"selection": "confident_true_insight"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\text2img\\99\\7319399_1981-08-23_2010.jpg",
"basename": "7319399_1981-08-23_2010.jpg",
"source": "text2img",
"label": 1,
"pred": 1,
"prob_fake": 0.9600318074226379,
"logit": 3.1788814067840576,
"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": 0.9373878836631775,
"logit": 2.7061376571655273,
"selection": "strong_false_positive"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\wiki\\52\\9143052_1931-01-21_1991.jpg",
"basename": "9143052_1931-01-21_1991.jpg",
"source": "wiki",
"label": 0,
"pred": 1,
"prob_fake": 0.7406934499740601,
"logit": 1.0495760440826416,
"selection": "strong_false_positive"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\insight\\91\\42596391_1977-03-09_2009.jpg",
"basename": "42596391_1977-03-09_2009.jpg",
"source": "insight",
"label": 1,
"pred": 0,
"prob_fake": 0.13060443103313446,
"logit": -1.895625114440918,
"selection": "strong_false_negative"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\93\\28699293_1957-04-26_2009.jpg",
"basename": "28699293_1957-04-26_2009.jpg",
"source": "inpainting",
"label": 1,
"pred": 0,
"prob_fake": 0.16693732142448425,
"logit": -1.6074904203414917,
"selection": "strong_false_negative"
},
{
"path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\cropped\\classifier\\inpainting\\23\\35796523_1952-12-01_1992.jpg",
"basename": "35796523_1952-12-01_1992.jpg",
"source": "inpainting",
"label": 1,
"pred": 1,
"prob_fake": 0.5004183053970337,
"logit": 0.0016733184456825256,
"selection": "borderline"
}
],
"image_paths": [
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\01_confident_true_wiki_wiki_28699293_1957-04-26_2009.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\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\\p2c_simplecnn_facecrop\\03_confident_true_inpainting_inpainting_9143052_1931-01-21_1991.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\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\\p2c_simplecnn_facecrop\\05_confident_true_text2img_text2img_7319399_1981-08-23_2010.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_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_simplecnn_facecrop\\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\\p2c_simplecnn_facecrop\\08_strong_false_negative_insight_42596391_1977-03-09_2009.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\09_strong_false_negative_inpainting_28699293_1957-04-26_2009.png",
"c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\10_borderline_inpainting_35796523_1952-12-01_1992.png"
],
"panel_path": "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\panel.png",
"expanded_panel_path": null
}