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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+yolov8_leches/runs/detect/train/F1_curve.png filter=lfs diff=lfs merge=lfs -text
+yolov8_leches/runs/detect/train/P_curve.png filter=lfs diff=lfs merge=lfs -text
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yolov8_leches/runs/detect/train/args.yaml

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+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/leches-29/data.yaml
+epochs: 25
+patience: 50
+batch: 8
+imgsz: 800
+save: true
+cache: false
+device: ''
+workers: 8
+project: null
+name: null
+exist_ok: false
+pretrained: false
+optimizer: SGD
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+image_weights: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+overlap_mask: true
+mask_ratio: 4
+dropout: false
+val: true
+save_json: false
+save_hybrid: false
+conf: 0.001
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: ultralytics/assets/
+show: false
+save_txt: false
+save_conf: false
+save_crop: false
+hide_labels: false
+hide_conf: false
+vid_stride: 1
+line_thickness: 3
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+boxes: true
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: false
+opset: 17
+workspace: 4
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.001
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+fl_gamma: 0.0
+label_smoothing: 0.0
+nbs: 64
+hsv_h: 0.015
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+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+cfg: null
+v5loader: false
+save_dir: runs/detect/train

yolov8_leches/runs/detect/train/events.out.tfevents.1689838065.88aba1f17057.3668.0

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yolov8_leches/runs/detect/train/model_artifacts.json

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+{"names": ["-", "Beb Lactea Yogu Yogu 200Cc Damasco -ID- 5365", "Beb Lactea Yogu Yogu 200Cc Frutilla -ID- 5366", "Beb Lactea Yogu Yogu 200Cc Mora -ID- 5367", "Bebida Lactea Yogu Yogu Chirimoya 200Cc -ID- 5368", "Cafe Con Leche Capuccino -ID- 4108", "Cafe Con Leche Mokaccino -ID- 4107", "Caja 12 Leche Descremada Lider 1 lt -ID- 1212", "Caja 12 Leche S-Lactosa Colun 1 lt Entera -ID- 1218", "Caja 12 Leche Semidescremada Colun 1 lt -ID- 1322", "Caja 12 Leche Semidescremada Colun 1lt Manjar -ID- 1324", "Caja 12 Leche Semidescremada Colun 1lt Vainilla -ID- 1216", "Caja 12 Leche natural descremada Soprole 1 L -ID- 1320", "Caja 12 Leche semidescremada Soprole sabor chocolate 1 L -ID- 1326", "Caja 12 Lider Leche Semidescremada 1 L -ID- 1332", "Caja 30 Leche Colun 200 cc Frutilla -ID- 1334", "Caja 30 Leche semidescremada Soprole sabor frutilla 200 ml -ID- 1222", "Colun Leche Descremada Natural Caja 1 L -ID- 1459", "Colun Leche Entera Natural Caja 1 L -ID- 1194", "Colun Leche Larga Vida Chocolate Caja 200 g -ID- 1461", "Colun Leche Semidescremada Chocolate 1 L -ID- 21", "Colun Leche Semidescremada Frutilla 1 L -ID- 1463", "Colun Leche Semidescremada Frutilla Caja 200 ml -ID- 1118", "Colun Leche Semidescremada Natural Caja 1 L -ID- 1465", "Colun Leche Semidescremada Vainilla Caja 200 ml -ID- 1284", "Leche Blanca Descremada -ID- 4118", "Leche Blanca Descremada Caja Lider -ID- 4110", "Leche Blanca Entera -ID- 4120", "Leche Blanca Semidescremada -ID- 4119", "Leche Blanca Semidescremada Protein -ID- 4145", "Leche Bon Moments Caja -ID- 4099", "Leche Bon Moments Cappuccino Caja -ID- 4101", "Leche Bon Moments Mocaccino Caja -ID- 4100", "Leche Break Loncoleche sabor chocolate avellanas 250 ml -ID- 4150", "Leche Break Sin Lactosa Chocolate y Avellana -ID- 4146", "Leche Break chai latte 250 ml -ID- 4123", "Leche Cafe Light Caramel -ID- 4143", "Leche Cultivada Light Sabor Chirimoya Botella -ID- 4152", "Leche Cultivada Light Sabor Durazno Botella -ID- 4157", "Leche Cultivada Light Sabor Frambuesa Botella -ID- 4154", "Leche Cultivada Light Sabor Frambuesa Botella Colun -ID- 4151", "Leche Cultivada Light Sabor Frutilla Botella -ID- 4153", "Leche Cultivada Sabor Vainilla Botella -ID- 4158", "Leche Cultivada Zero Lacto Sabor Chirimoya Botella -ID- 4156", "Leche Cultivada Zero Lacto Sabor Frutilla Botella -ID- 4155", "Leche Descremada Lider 1 lt -ID- 910", "Leche Descremada Light Chocolate Caja -ID- 4103", "Leche Descremada Natural Extra Calcio Sin Lactosa Caja -ID- 4141", "Leche Descremada Sin Lactosa -ID- 4142", "Leche Descremada Sin Lactosa Caja -ID- 4134", "Leche Descremada Sin Lactosa Chocolate Caja -ID- 4135", "Leche Entera Cremosa -ID- 4117", "Leche Extra Proteina -ID- 4132", "Leche Full Pro Chocolate -ID- 4144", "Leche Individual Break Capuccino Loncoleche 250ML -ID- 4133", "Leche Individual Chocolate Sin Lactosa Light Colun 330cc -ID- 4148", "Leche Individual Protein Full Pro Loncoleche 250ml -ID- 4149", "Leche Individual Protein Milk sin Lactosa Cappuccino Loncoleche 200ML -ID- 4129", "Leche Milo Protein Up 330ml -ID- 4122", "Leche Natural Entera Lider -ID- 4111", "Leche Protein Cappuccino -ID- 4131", "Leche Protein Chocolate -ID- 4130", "Leche Proteina chocolate 200 ml -ID- 4124", "Leche S-Lactosa Semidescremada Surlat 1L -ID- 4162", "Leche Semidescremada Colun 1lt Manjar -ID- 912", "Leche Semidescremada Colun 1lt Vainilla -ID- 1080", "Leche Semidescremada Lider -ID- 4112", "Leche Semidescremada Platano -ID- 4105", "Leche Semidescremada Sin Lactosa Chocolate Caja -ID- 4138", "Leche Sin Lactosa Chocolate -ID- 4147", "Leche Sin Lactosa Frutilla Caja -ID- 4139", "Leche Sin Lactosa Vainilla Caja -ID- 4136", "Leche capuccino light sin lactosa 330 cc -ID- 4127", "Leche descremada sin lactosa Colun 1 L -ID- 1076", "Leche entera sin lactosa Colun con tapa 1 L -ID- 1078", "Leche moments double shot 200 cc -ID- 4097", "Leche proteina chocolate 1 L -ID- 4126", "Leche semidescremada Loncoleche sabor chocolate con tapa 1 L -ID- 4109", "Leche semidescremada sin lactosa Colun 1 L -ID- 766", "Lider Leche Natural Entera 1 L -ID- 392", "Lider Leche Semidescremada 1 L -ID- 394", "Loncoleche Leche Descremada Sin Lactosa Caja 1 L -ID- 502", "Loncoleche Leche Entera Natural Sin Lactosa Caja 1 L -ID- 504", "Loncoleche Leche Semidescremada Natural Sin Lactosa Caja 1 L -ID- 506", "Milo", "Pack 6 Leche Colun 200 cc Chocolate -ID- 633", "Pack 6 Leche Colun 200 cc Frutilla -ID- 505", "Pack 6 Leche Colun 200 cc Vainilla -ID- 413", "Pack 6 Leche chocolate semidescremada Soprole 200 ml -ID- 443", "Pack 6 Leche original chocolate 200 ml -ID- 635", "Pack 6 Leche semidescremada Soprole sabor frutilla 200 ml -ID- 637", "Pack 6 un- Leche descremada sin lactosa 1 L -ID- 4128", "Pack Yogu Yogu Loncoleche frutilla 6 un de 200 ml -ID- 453", "Pack Yogu Yogu Loncoleche mora 6 un de 200 ml -ID- 673", "Soprole Leche Blanca Descremada sin Lactosa 1 L -ID- 305", "Soprole Leche Blanca Semidescremada sin Lactosa 1 L -ID- 307", "Soprole Leche Cultivada Light Sabor Chirimoya Botella 1000 ml -ID- 309", "Soprole Leche Cultivada Protein Sabor Chirimoya Botella 1 L -ID- 311", "Soprole Leche Cultivada Protein Sabor Frutilla Botella 1 L -ID- 313", "Soprole Leche Cultivada Sabor Chirimoya Botella 1 L -ID- 315", "Soprole Leche Cultivada Sabor Frutilla Botella 1 L -ID- 317", "Soprole Leche Descremada Natural Caja 1 L -ID- 319", "Soprole Leche Entera Natural Caja 1 L -ID- 321", "Soprole Leche Frutilla Caja 200 g -ID- 323", "Soprole Leche Semidescremada Chocolate Caja 1 L -ID- 325", "Soprole Leche Semidescremada Chocolate Caja 200 g -ID- 327", "Soprole Leche Semidescremada Frutilla 1 L -ID- 329", "Soprole Leche Semidescremada Natural Caja 1 L -ID- 331", "Soprole Leche Semidescremada Sin Lactosa Chocolate 1 L -ID- 333", "c", "v"], "yaml": {"nc": 111, "depth_multiple": 0.33, "width_multiple": 0.5, "backbone": [[-1, 1, "Conv", [64, 3, 2]], [-1, 1, "Conv", [128, 3, 2]], [-1, 3, "C2f", [128, true]], [-1, 1, "Conv", [256, 3, 2]], [-1, 6, "C2f", [256, 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yolov8_leches/runs/detect/train/results.csv

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+                  epoch,         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
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