Upload 8 files

args.yaml

@@ -0,0 +1,109 @@
+task: classify
+mode: train
+model: /content/yolo11n-cls.pt
+data: /content/Waste_Identifier.v5i.folder
+epochs: 50
+time: null
+patience: 10
+batch: 64
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: null
+workers: 8
+project: null
+name: train
+exist_ok: false
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: 0.0
+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
+end2end: null
+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
+rle: 1.0
+angle: 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: /content/runs/classify/train

best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58e0178aedadfa03fbec166a6584d52e4ff18656fd697205ad553df7d191995b
+size 3192514

last .pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83288bd893d81a4562c5f705d2df3adeeda76f74b4a0b5ac38ebdf79666d2ed5
+size 3192514

results.csv

@@ -0,0 +1,39 @@
+epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
+1,57.5333,0.73192,0.92321,1,0.24095,0.000408951,0.000408951,0.000408951
+2,78.7928,0.32855,0.89529,1,0.30674,0.00080927,0.00080927,0.00080927
+3,101.623,0.35672,0.82024,1,0.50722,0.00119309,0.00119309,0.00119309
+4,125.443,0.38514,0.86824,1,0.35919,0.00117575,0.00117575,0.00117575
+5,149.196,0.2651,0.9171,1,0.24227,0.001151,0.001151,0.001151
+6,173.114,0.27911,0.81152,1,0.595,0.00112625,0.00112625,0.00112625
+7,196.164,0.24498,0.90576,1,0.23332,0.0011015,0.0011015,0.0011015
+8,220.19,0.213,0.91187,1,0.25543,0.00107675,0.00107675,0.00107675
+9,242.146,0.19447,0.92932,1,0.24266,0.001052,0.001052,0.001052
+10,267.289,0.18816,0.88831,1,0.37535,0.00102725,0.00102725,0.00102725
+11,288.783,0.22065,0.89529,1,0.2821,0.0010025,0.0010025,0.0010025
+12,308.444,0.18287,0.93106,1,0.1904,0.00097775,0.00097775,0.00097775
+13,332.772,0.18223,0.95201,1,0.15032,0.000953,0.000953,0.000953
+14,357.122,0.15371,0.94852,1,0.14148,0.00092825,0.00092825,0.00092825
+15,380.41,0.14048,0.92321,1,0.23489,0.0009035,0.0009035,0.0009035
+16,402.91,0.14278,0.91623,1,0.24148,0.00087875,0.00087875,0.00087875
+17,425.819,0.15587,0.94503,1,0.15787,0.000854,0.000854,0.000854
+18,449.243,0.12007,0.90925,1,0.27898,0.00082925,0.00082925,0.00082925
+19,472.187,0.1177,0.93979,1,0.16884,0.0008045,0.0008045,0.0008045
+20,494.868,0.12369,0.94677,1,0.15624,0.00077975,0.00077975,0.00077975
+21,515.709,0.10359,0.96073,1,0.13732,0.000755,0.000755,0.000755
+22,539.133,0.09666,0.9459,1,0.20027,0.00073025,0.00073025,0.00073025
+23,561.522,0.11278,0.91623,1,0.28714,0.0007055,0.0007055,0.0007055
+24,584.888,0.08803,0.94764,1,0.17126,0.00068075,0.00068075,0.00068075
+25,606.88,0.09309,0.94241,1,0.19017,0.000656,0.000656,0.000656
+26,631.7,0.10787,0.95899,1,0.13768,0.00063125,0.00063125,0.00063125
+27,653.471,0.08318,0.94328,1,0.17154,0.0006065,0.0006065,0.0006065
+28,674.906,0.08138,0.96248,1,0.13088,0.00058175,0.00058175,0.00058175
+29,700,0.06502,0.94415,1,0.17025,0.000557,0.000557,0.000557
+30,723.035,0.06582,0.95986,1,0.13371,0.00053225,0.00053225,0.00053225
+31,747.241,0.06627,0.95899,1,0.14291,0.0005075,0.0005075,0.0005075
+32,767.677,0.06647,0.94939,1,0.15401,0.00048275,0.00048275,0.00048275
+33,789.068,0.05134,0.95812,1,0.13442,0.000458,0.000458,0.000458
+34,814.329,0.05587,0.95986,1,0.13883,0.00043325,0.00043325,0.00043325
+35,838.114,0.0564,0.94503,1,0.20315,0.0004085,0.0004085,0.0004085
+36,860.139,0.07179,0.96248,1,0.18731,0.00038375,0.00038375,0.00038375
+37,881.867,0.06325,0.96161,1,0.15398,0.000359,0.000359,0.000359
+38,905.37,0.05619,0.96161,1,0.13088,0.00033425,0.00033425,0.00033425