yolo_darknet_avec_un_vrai_semaphore_resultat_des_calculs
Différences
Ci-dessous, les différences entre deux révisions de la page.
Dernière révisionLes deux révisions suivantes | |||
yolo_darknet_avec_un_vrai_semaphore_resultat_des_calculs [2019/05/26 17:30] – créée serge | yolo_darknet_avec_un_vrai_semaphore_resultat_des_calculs [2019/05/26 17:32] – [Calcul 1] serge | ||
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Ligne 43: | Ligne 43: | ||
</ | </ | ||
+ | =====Calcul 2===== | ||
+ | <code txt> | ||
+ | | ||
+ | 6000 | ||
+ | | ||
+ | class_id = 0, name = a, ap = 97.65% | ||
+ | class_id = 1, name = space, ap = 91.08% | ||
+ | class_id = 2, name = b, ap = 99.55% | ||
+ | class_id = 3, name = c, ap = 97.35% | ||
+ | class_id = 4, name = d, ap = 100.00% | ||
+ | class_id = 5, name = e, ap = 94.33% | ||
+ | class_id = 6, name = f, ap = 100.00% | ||
+ | class_id = 7, name = g, ap = 96.39% | ||
+ | class_id = 8, name = h, ap = 100.00% | ||
+ | class_id = 9, name = i, ap = 97.12% | ||
+ | class_id = 10, name = j, ap = 100.00% | ||
+ | class_id = 11, name = k, ap = 100.00% | ||
+ | class_id = 12, name = l, ap = 99.25% | ||
+ | class_id = 13, name = m, ap = 98.64% | ||
+ | class_id = 14, name = n, ap = 98.89% | ||
+ | class_id = 15, name = o, ap = 99.58% | ||
+ | class_id = 16, name = p, ap = 97.62% | ||
+ | class_id = 17, name = q, ap = 100.00% | ||
+ | class_id = 18, name = r, ap = 100.00% | ||
+ | class_id = 19, name = s, ap = 99.57% | ||
+ | class_id = 20, name = t, ap = 91.33% | ||
+ | class_id = 21, name = u, ap = 99.99% | ||
+ | class_id = 22, name = v, ap = 97.73% | ||
+ | class_id = 23, name = w, ap = 99.99% | ||
+ | class_id = 24, name = x, ap = 97.32% | ||
+ | class_id = 25, name = y, ap = 99.55% | ||
+ | class_id = 26, name = z, ap = 97.29% | ||
+ | |||
+ | for thresh = 0.25, precision = 0.90, recall = 0.96, F1-score = 0.93 | ||
+ | for thresh = 0.25, TP = 5722, FP = 655, FN = 265, average IoU = 83.17 % | ||
+ | |||
+ | | ||
+ | </ | ||
+ | |||
+ | =====Calcul 3===== | ||
+ | <code txt> | ||
+ | | ||
+ | 6000 | ||
+ | | ||
+ | class_id = 0, name = a, 17161 ap = 82.72 % | ||
+ | class_id = 1, name = space, ap = 80.00 % | ||
+ | class_id = 2, name = b, ap = 100.00 % | ||
+ | class_id = 3, name = c, ap = 94.55 % | ||
+ | class_id = 4, name = d, ap = 100.00 % | ||
+ | class_id = 5, name = e, ap = 79.73 % | ||
+ | class_id = 6, name = f, ap = 100.00 % | ||
+ | class_id = 7, name = g, ap = 88.52 % | ||
+ | class_id = 8, name = h, ap = 99.72 % | ||
+ | class_id = 9, name = i, ap = 94.52 % | ||
+ | class_id = 10, name = j, ap = 99.88 % | ||
+ | class_id = 11, name = k, ap = 97.39 % | ||
+ | class_id = 12, name = l, ap = 96.58 % | ||
+ | class_id = 13, name = m, ap = 100.00 % | ||
+ | class_id = 14, name = n, ap = 93.39 % | ||
+ | class_id = 15, name = o, ap = 98.15 % | ||
+ | class_id = 16, name = p, ap = 94.77 % | ||
+ | class_id = 17, name = q, ap = 97.96 % | ||
+ | class_id = 18, name = r, ap = 100.00 % | ||
+ | class_id = 19, name = s, ap = 97.23 % | ||
+ | class_id = 20, name = t, ap = 81.34 % | ||
+ | class_id = 21, name = u, ap = 98.94 % | ||
+ | class_id = 22, name = v, ap = 65.49 % | ||
+ | class_id = 23, name = w, ap = 98.84 % | ||
+ | class_id = 24, name = x, ap = 88.67 % | ||
+ | class_id = 25, name = y, ap = 99.96 % | ||
+ | class_id = 26, name = z, ap = 81.75 % | ||
+ | for thresh = 0.25, precision = 0.94, recall = 0.86, F1-score = 0.90 | ||
+ | for thresh = 0.25, TP = 5175, FP = 343, FN = 812, average IoU = 82.32 % | ||
+ | |||
+ | IoU threshold = 50 % | ||
+ | mean average precision (mAP@0.50) = 0.929660, or 92.97 % | ||
+ | |||
+ | | ||
+ | </ |
yolo_darknet_avec_un_vrai_semaphore_resultat_des_calculs.txt · Dernière modification : 2019/05/28 01:54 de serge