更新

static/models/yolov12/args.yaml

@@ -1,106 +0,0 @@
-task: detect
-mode: train
-model: ultralytics/cfg/models/12/yolo12.yaml
-data: data/data.yaml
-epochs: 100
-time: null
-patience: 100
-batch: 8
-imgsz: 640
-save: true
-save_period: -1
-cache: false
-device: '0'
-workers: 4
-project: runs
-name: 建筑2
-exist_ok: false
-pretrained: yolo12n.pt
-optimizer: SGD
-verbose: true
-seed: 0
-deterministic: true
-single_cls: false
-rect: false
-cos_lr: false
-close_mosaic: 0
-resume: false
-amp: true
-fraction: 1.0
-profile: false
-freeze: null
-multi_scale: false
-compile: false
-overlap_mask: true
-mask_ratio: 4
-dropout: 0.0
-val: true
-split: val
-save_json: false
-conf: null
-iou: 0.7
-max_det: 300
-half: false
-dnn: false
-plots: true
-source: null
-vid_stride: 1
-stream_buffer: false
-visualize: false
-augment: false
-agnostic_nms: false
-classes: null
-retina_masks: false
-embed: null
-show: false
-save_frames: false
-save_txt: false
-save_conf: false
-save_crop: false
-show_labels: true
-show_conf: true
-show_boxes: true
-line_width: null
-format: torchscript
-keras: false
-optimize: false
-int8: false
-dynamic: false
-simplify: true
-opset: null
-workspace: null
-nms: false
-lr0: 0.01
-lrf: 0.01
-momentum: 0.937
-weight_decay: 0.0005
-warmup_epochs: 3.0
-warmup_momentum: 0.8
-warmup_bias_lr: 0.1
-box: 7.5
-cls: 0.5
-dfl: 1.5
-pose: 12.0
-kobj: 1.0
-nbs: 64
-hsv_h: 0.015
-hsv_s: 0.7
-hsv_v: 0.4
-degrees: 0.0
-translate: 0.1
-scale: 0.5
-shear: 0.0
-perspective: 0.0
-flipud: 0.0
-fliplr: 0.5
-bgr: 0.0
-mosaic: 1.0
-mixup: 0.0
-cutmix: 0.0
-copy_paste: 0.0
-copy_paste_mode: flip
-auto_augment: randaugment
-erasing: 0.4
-cfg: null
-tracker: botsort.yaml
-save_dir: C:\2025.8\train\YOLOv12\YOLOv12\runs\建筑2

static/models/yolov12/results.csv

@@ -1,101 +0,0 @@
-epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
-1,20.0086,1.08731,3.29955,1.64504,0.48095,0.36519,0.39922,0.21803,1.4547,2.91476,2.19748,0.0701807,0.00331325,0.00331325
-2,37.4561,1.10527,2.42227,1.62543,0.45751,0.44294,0.42037,0.22736,1.58274,2.95344,2.38848,0.0401149,0.00658079,0.00658079
-3,53.5831,1.18287,2.1408,1.65928,0.44406,0.5402,0.53045,0.267,1.44637,3.10211,2.38715,0.00998312,0.00978232,0.00978232
-4,69.7641,1.2564,2.15102,1.71232,0.42506,0.47244,0.42852,0.22216,1.46367,2.98094,2.31821,0.009703,0.009703,0.009703
-5,85.9353,1.23832,2.04544,1.69687,0.56321,0.63046,0.57009,0.29777,1.53055,1.90867,2.26696,0.009604,0.009604,0.009604
-6,101.832,1.19918,1.92689,1.67477,0.70549,0.61898,0.69763,0.38758,1.43295,1.68339,2.16059,0.009505,0.009505,0.009505
-7,117.773,1.22633,1.84729,1.6803,0.553,0.67332,0.66166,0.34056,1.58437,1.59916,2.26187,0.009406,0.009406,0.009406
-8,133.716,1.15681,1.7694,1.62475,0.65653,0.68416,0.68772,0.355,1.49044,1.58497,2.2459,0.009307,0.009307,0.009307
-9,149.682,1.1569,1.69483,1.62545,0.7688,0.67236,0.77061,0.45366,1.32424,1.32885,1.98086,0.009208,0.009208,0.009208
-10,165.68,1.15321,1.61623,1.61874,0.69611,0.75215,0.75817,0.4151,1.43079,1.33073,2.13068,0.009109,0.009109,0.009109
-11,181.822,1.14882,1.53541,1.59886,0.75853,0.7246,0.78361,0.48015,1.24253,1.28601,1.92595,0.00901,0.00901,0.00901
-12,197.889,1.13351,1.49226,1.60018,0.71891,0.78305,0.78574,0.46692,1.30974,1.17806,1.93744,0.008911,0.008911,0.008911
-13,213.936,1.12,1.44936,1.57138,0.76987,0.77484,0.83633,0.49014,1.30538,1.10903,1.96262,0.008812,0.008812,0.008812
-14,229.905,1.09812,1.40376,1.56604,0.85048,0.82277,0.86213,0.53598,1.24135,1.00046,1.90721,0.008713,0.008713,0.008713
-15,245.888,1.0883,1.36922,1.55153,0.81135,0.79338,0.86585,0.49846,1.27613,1.06052,1.92691,0.008614,0.008614,0.008614
-16,261.957,1.07151,1.3544,1.54787,0.79833,0.82635,0.87057,0.53621,1.21024,1.04704,1.82224,0.008515,0.008515,0.008515
-17,277.964,1.05532,1.29671,1.52115,0.82433,0.84293,0.87414,0.55596,1.19172,0.93791,1.79585,0.008416,0.008416,0.008416
-18,293.854,1.06292,1.25445,1.51939,0.80981,0.80042,0.85706,0.53513,1.20435,0.9763,1.85792,0.008317,0.008317,0.008317
-19,309.903,1.04243,1.26345,1.51501,0.82473,0.78456,0.85556,0.52423,1.26536,1.09649,1.85899,0.008218,0.008218,0.008218
-20,325.895,1.02684,1.22845,1.49715,0.78029,0.8402,0.87547,0.56629,1.21743,0.93182,1.78994,0.008119,0.008119,0.008119
-21,341.856,1.00893,1.21206,1.49205,0.8397,0.81854,0.88349,0.57237,1.16211,0.90322,1.72301,0.00802,0.00802,0.00802
-22,357.71,1.04323,1.16636,1.51546,0.82415,0.80944,0.85666,0.56374,1.12557,0.88955,1.72481,0.007921,0.007921,0.007921
-23,373.601,1.01213,1.16652,1.48291,0.89755,0.84814,0.92614,0.61678,1.0727,0.82181,1.66517,0.007822,0.007822,0.007822
-24,389.775,1.01485,1.1677,1.49783,0.82869,0.82688,0.89032,0.57284,1.15754,0.86914,1.75619,0.007723,0.007723,0.007723
-25,405.662,1.0297,1.14486,1.4959,0.85883,0.86808,0.90549,0.58164,1.18685,0.90579,1.7652,0.007624,0.007624,0.007624
-26,421.518,1.00351,1.12364,1.48466,0.91116,0.86016,0.90481,0.59292,1.16494,0.82749,1.7473,0.007525,0.007525,0.007525
-27,437.468,0.99466,1.10594,1.48,0.88077,0.87488,0.91148,0.59708,1.12196,0.86732,1.66219,0.007426,0.007426,0.007426
-28,453.355,0.97246,1.09983,1.45414,0.8509,0.88423,0.92609,0.59958,1.08857,0.82737,1.66404,0.007327,0.007327,0.007327
-29,469.354,0.959,1.03722,1.43833,0.87257,0.89723,0.9292,0.63013,1.05661,0.79721,1.65584,0.007228,0.007228,0.007228
-30,485.279,0.94641,1.0268,1.43645,0.87653,0.87173,0.92362,0.6152,1.09542,0.75908,1.668,0.007129,0.007129,0.007129
-31,501.258,0.96459,1.0295,1.4477,0.85852,0.85356,0.91341,0.60373,1.10817,0.84379,1.65368,0.00703,0.00703,0.00703
-32,517.168,0.9447,1.04712,1.43485,0.89923,0.89345,0.93876,0.62992,1.08927,0.72365,1.6683,0.006931,0.006931,0.006931
-33,533.108,0.96199,1.00588,1.44815,0.87076,0.88306,0.91325,0.6119,1.10563,0.7969,1.66875,0.006832,0.006832,0.006832
-34,549.012,0.93536,0.99021,1.42286,0.8548,0.89202,0.91598,0.59513,1.07788,0.79095,1.64711,0.006733,0.006733,0.006733
-35,564.887,0.94238,1.03363,1.43755,0.89576,0.89663,0.94787,0.63072,1.08729,0.71356,1.64567,0.006634,0.006634,0.006634
-36,580.805,0.94078,0.96053,1.41823,0.89222,0.9035,0.93538,0.64363,1.04054,0.67852,1.59891,0.006535,0.006535,0.006535
-37,596.784,0.94003,0.94652,1.42158,0.88453,0.88348,0.94349,0.64272,1.06216,0.73028,1.60311,0.006436,0.006436,0.006436
-38,612.423,0.92788,0.95855,1.42125,0.88936,0.91974,0.93403,0.6147,1.08269,0.72013,1.61904,0.006337,0.006337,0.006337
-39,628.076,0.9224,0.94874,1.40102,0.89073,0.9069,0.92887,0.63473,1.0353,0.69181,1.58564,0.006238,0.006238,0.006238
-40,643.77,0.89775,0.94759,1.39744,0.90121,0.88407,0.9443,0.65067,1.0286,0.7247,1.55336,0.006139,0.006139,0.006139
-41,659.544,0.92422,0.92201,1.4103,0.91164,0.92449,0.95193,0.65305,1.02727,0.65603,1.55055,0.00604,0.00604,0.00604
-42,675.22,0.90217,0.95037,1.40697,0.90345,0.88679,0.93082,0.63708,1.03697,0.69057,1.54943,0.005941,0.005941,0.005941
-43,690.878,0.87991,0.89616,1.37762,0.92201,0.88928,0.95304,0.65937,0.96974,0.67072,1.51294,0.005842,0.005842,0.005842
-44,706.637,0.88529,0.89891,1.38099,0.90464,0.91058,0.95737,0.64397,1.03433,0.65809,1.55709,0.005743,0.005743,0.005743
-45,722.328,0.89267,0.88466,1.38184,0.89532,0.90185,0.93743,0.63438,1.02933,0.6711,1.56103,0.005644,0.005644,0.005644
-46,738.079,0.87848,0.87502,1.38415,0.90984,0.90932,0.94224,0.65532,0.99621,0.65005,1.54755,0.005545,0.005545,0.005545
-47,753.783,0.86936,0.86761,1.36124,0.90837,0.92106,0.95072,0.6533,1.00146,0.64086,1.54653,0.005446,0.005446,0.005446
-48,769.457,0.88033,0.8537,1.37431,0.90748,0.90495,0.958,0.66689,1.02737,0.63689,1.55787,0.005347,0.005347,0.005347
-49,785.148,0.86988,0.85134,1.36982,0.88654,0.91463,0.94567,0.65455,1.01259,0.64571,1.54479,0.005248,0.005248,0.005248
-50,800.893,0.88317,0.8575,1.37127,0.91587,0.90751,0.94408,0.63446,1.02748,0.6757,1.5421,0.005149,0.005149,0.005149
-51,816.553,0.87948,0.87439,1.37605,0.93772,0.92013,0.95022,0.65743,1.00579,0.63395,1.53519,0.00505,0.00505,0.00505
-52,832.289,0.86492,0.83698,1.36435,0.92391,0.90861,0.95711,0.65756,1.04998,0.6317,1.57745,0.004951,0.004951,0.004951
-53,848.093,0.85355,0.82554,1.35923,0.91881,0.94257,0.95839,0.66649,1.01111,0.61029,1.52965,0.004852,0.004852,0.004852
-54,863.775,0.8535,0.83035,1.3572,0.91154,0.9155,0.94293,0.64606,1.02703,0.63016,1.54362,0.004753,0.004753,0.004753
-55,879.543,0.85986,0.83531,1.35698,0.90236,0.93667,0.96041,0.67001,1.0152,0.63869,1.54171,0.004654,0.004654,0.004654
-56,895.268,0.84045,0.79273,1.34856,0.89532,0.92493,0.95921,0.67304,1.00989,0.64012,1.54289,0.004555,0.004555,0.004555
-57,911.011,0.82598,0.8,1.33521,0.91024,0.90031,0.96198,0.68098,0.98671,0.63172,1.52354,0.004456,0.004456,0.004456
-58,926.714,0.84181,0.77648,1.34796,0.91338,0.93502,0.95999,0.67984,0.98774,0.59608,1.49965,0.004357,0.004357,0.004357
-59,942.543,0.83298,0.78212,1.3426,0.94031,0.94731,0.96849,0.67095,1.00989,0.58775,1.52084,0.004258,0.004258,0.004258
-60,958.212,0.83207,0.78794,1.33592,0.93456,0.93818,0.95865,0.67999,0.99628,0.58504,1.52259,0.004159,0.004159,0.004159
-61,973.921,0.82934,0.76291,1.33786,0.94081,0.91384,0.94778,0.65941,1.01695,0.5969,1.526,0.00406,0.00406,0.00406
-62,989.588,0.82385,0.76501,1.31992,0.93582,0.92592,0.95652,0.67726,0.99442,0.5805,1.52139,0.003961,0.003961,0.003961
-63,1005.27,0.82826,0.74738,1.33216,0.92745,0.93277,0.95931,0.66606,0.98922,0.59454,1.50615,0.003862,0.003862,0.003862
-64,1021.05,0.80678,0.72549,1.32648,0.91708,0.9377,0.95986,0.66584,0.99548,0.59683,1.52291,0.003763,0.003763,0.003763
-65,1036.89,0.81482,0.72911,1.32164,0.93121,0.93781,0.95586,0.67407,1.0136,0.57583,1.54121,0.003664,0.003664,0.003664
-66,1052.64,0.79386,0.71331,1.30697,0.93732,0.93754,0.96547,0.68623,0.97395,0.56161,1.49551,0.003565,0.003565,0.003565
-67,1068.43,0.79758,0.71484,1.31935,0.91717,0.93342,0.96536,0.68752,0.97895,0.57296,1.50173,0.003466,0.003466,0.003466
-68,1084.23,0.79346,0.71871,1.31773,0.91666,0.95392,0.95066,0.6665,1.01352,0.57563,1.53215,0.003367,0.003367,0.003367
-69,1100,0.78618,0.71187,1.31807,0.94808,0.945,0.97505,0.69891,0.96108,0.54733,1.46854,0.003268,0.003268,0.003268
-70,1115.68,0.79627,0.69645,1.30445,0.92507,0.96131,0.96442,0.69506,0.97216,0.55866,1.48312,0.003169,0.003169,0.003169
-71,1131.46,0.76443,0.70608,1.29604,0.94985,0.9588,0.97657,0.70639,0.96117,0.54299,1.46808,0.00307,0.00307,0.00307
-72,1147.25,0.78344,0.68905,1.30023,0.95568,0.95506,0.97787,0.69443,0.97204,0.53025,1.47856,0.002971,0.002971,0.002971
-73,1163,0.76713,0.68651,1.28648,0.94512,0.93645,0.96365,0.6831,0.99244,0.54819,1.50867,0.002872,0.002872,0.002872
-74,1178.73,0.78028,0.69619,1.30254,0.95322,0.94042,0.96886,0.68547,0.96242,0.55545,1.49758,0.002773,0.002773,0.002773
-75,1194.43,0.77224,0.69314,1.29348,0.95179,0.93399,0.97174,0.69176,0.96883,0.55448,1.48271,0.002674,0.002674,0.002674
-76,1210.25,0.75916,0.67695,1.2806,0.94949,0.94603,0.97058,0.70176,0.95191,0.54891,1.47248,0.002575,0.002575,0.002575
-77,1225.98,0.74762,0.66489,1.28089,0.94943,0.94766,0.97236,0.69255,0.98364,0.55388,1.48251,0.002476,0.002476,0.002476
-78,1241.66,0.77711,0.67409,1.2883,0.93344,0.95383,0.96868,0.67911,0.97057,0.54697,1.48187,0.002377,0.002377,0.002377
-79,1257.35,0.74631,0.66574,1.27737,0.95085,0.94672,0.97652,0.69682,0.95676,0.54795,1.46933,0.002278,0.002278,0.002278
-80,1273.15,0.75217,0.6506,1.28044,0.93861,0.96425,0.97701,0.6801,0.99862,0.53986,1.50843,0.002179,0.002179,0.002179
-81,1288.83,0.74646,0.64203,1.28248,0.94694,0.95524,0.97378,0.69948,0.9393,0.53228,1.45059,0.00208,0.00208,0.00208
-82,1304.49,0.76051,0.64159,1.29044,0.94279,0.96615,0.97642,0.71067,0.94991,0.52283,1.45191,0.001981,0.001981,0.001981
-83,1320.18,0.74572,0.65008,1.26769,0.9648,0.95015,0.97473,0.69887,0.96052,0.53792,1.47686,0.001882,0.001882,0.001882
-84,1335.93,0.73985,0.6404,1.26772,0.95366,0.94533,0.97208,0.70438,0.95165,0.52846,1.45992,0.001783,0.001783,0.001783
-85,1352,0.74811,0.62183,1.27641,0.94718,0.9572,0.97351,0.70502,0.96988,0.52138,1.48555,0.001684,0.001684,0.001684
-86,1367.67,0.74665,0.63662,1.2715,0.95091,0.95529,0.97714,0.70807,0.95641,0.5126,1.46246,0.001585,0.001585,0.001585
-87,1383.33,0.71769,0.63289,1.2628,0.94342,0.9504,0.97286,0.69575,0.95349,0.52387,1.4662,0.001486,0.001486,0.001486
-88,1399,0.73196,0.62775,1.26479,0.92059,0.96043,0.97218,0.69775,0.95618,0.53638,1.48112,0.001387,0.001387,0.001387
-89,1414.78,0.70978,0.60203,1.24537,0.92296,0.95359,0.9652,0.69841,0.9556,0.51803,1.46562,0.001288,0.001288,0.001288
-90,1430.43,0.72264,0.59842,1.25778,0.94076,0.9349,0.97077,0.69505,0.97915,0.53102,1.48364,0.001189,0.001189,0.001189
-91,1446.11,0.69944,0.60885,1.23989,0.95493,0.95098,0.97538,0.71147,0.95821,0.50546,1.45932,0.00109,0.00109,0.00109
-92,1461.79,0.7136,0.58259,1.25125,0.93353,0.95799,0.97267,0.70024,0.97099,0.51186,1.47324,0.000991,0.000991,0.000991
-93,1477.44,0.71531,0.6023,1.2503,0.94569,0.95561,0.97551,0.71119,0.96279,0.49675,1.45994,0.000892,0.000892,0.000892
-94,1493.19,0.70482,0.59368,1.24567,0.95518,0.94865,0.97496,0.71021,0.96272,0.50238,1.46949,0.000793,0.000793,0.000793
-95,1508.84,0.70726,0.6036,1.2466,0.93383,0.9483,0.97548,0.70424,0.96704,0.50892,1.47366,0.000694,0.000694,0.000694
-96,1524.51,0.69484,0.58516,1.23633,0.94152,0.95618,0.97524,0.70887,0.96193,0.50233,1.46647,0.000595,0.000595,0.000595
-97,1540.23,0.702,0.57676,1.24112,0.94631,0.94809,0.9713,0.70927,0.95388,0.50872,1.45941,0.000496,0.000496,0.000496
-98,1555.97,0.7011,0.56706,1.23848,0.94278,0.95722,0.97388,0.71225,0.95844,0.50285,1.46779,0.000397,0.000397,0.000397
-99,1571.61,0.68355,0.5717,1.24052,0.94328,0.94665,0.97367,0.70978,0.95599,0.50202,1.45859,0.000298,0.000298,0.000298
-100,1587.33,0.68724,0.5822,1.22946,0.94701,0.95346,0.97446,0.71402,0.95374,0.50433,1.46168,0.000199,0.000199,0.000199