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@@ -33,3 +33,5 @@ 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
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yolov8_mantequilla/runs/detect/train/args.yaml

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+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/mantequilla-13/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
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+mixup: 0.0
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+cfg: null
+v5loader: false
+save_dir: runs/detect/train

yolov8_mantequilla/runs/detect/train/events.out.tfevents.1689852146.0d19a5dfa13d.6957.0

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yolov8_mantequilla/runs/detect/train/model_artifacts.json

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+{"names": ["Alimento Sucedanio de Mantequilla Ultra Light con Sal de Mar -ID- 3995", "Astra Manteca 200 g -ID- 1386", "Calo Mantequilla Con Sal 125 g -ID- 1166", "Calo Mantequilla Con Sal 250 g -ID- 1344", "Colun Mantequilla Con Sal 125 g -ID- 1469", "Colun Mantequilla Con Sal 250 g -ID- 1286", "Colun Mantequilla Sin Sal 250 g -ID- 1471", "Colun Mantequilla Untable 200 g -ID- 834", "Deline Margarina 500 g -ID- 947", "Levadura Fresca -ID- 3979", "Levadura Fresca Individual Lefersa 38gr -ID- 3980", "Lider Mantequilla con Sal 250 g -ID- 398", "Los Alerces Mantequilla Con Sal 250 g -ID- 516", "Manteca -ID- 3982", "Manteca Bolsa -ID- 3981", "Mantequilla Artesanal -ID- 3988", "Mantequilla Artesanal Libre Pastoreo Pan -ID- 3990", "Mantequilla Artesanal Pan -ID- 3989", "Mantequilla Artesanal de Campo -ID- 3991", "Mantequilla Con Sal -ID- 3987", "Mantequilla Con Sal de Mar -ID- 3985", "Mantequilla Receta Artesanal -ID- 3992", "Mantequilla Reducida en Colesterol -ID- 3986", "Mantequilla Sin Lactosa -ID- 3984", "Mantequilla Sin Lactosa con Sal de Mar -ID- 3996", "Mantequilla Untable -ID- 3994", "Mantequilla con sal 200 g -ID- 3993", "Mantequilla pan con sal 200 g -ID- 3983", "Margarina -ID- 3999", "Margarina 500grs Dorina -ID- 4000", "Margarina Bonella pan 250 g -ID- 4009", "Margarina Bonella pote 500 g -ID- 4008", "Margarina Dorina light pote 500 g -ID- 4007", "Margarina Light -ID- 4004", "Margarina Light con Leche sin Lactosa -ID- 4003", "Margarina Mix -ID- 4001", "Margarina Mix- con Mas Mantequilla -ID- 3998", "Margarina Vegetal Untable Con Aceite de Coco -ID- 4005", "Margarina Vegetal Untable Con Aceite de Oliva -ID- 4006", "Margarina sabor Mantequilla 500grs Bonella -ID- 4002", "Pamperita Margarina 1 Kg -ID- 527", "Qualy Margarina 500 g -ID- 85", "Qualy Margarina Blue Light 500 g -ID- 87", "Quillayes Mantequilla Con Sal 250 g -ID- 107", "Soprole Mantequilla Con Sal 125 g -ID- 335", "Soprole Mantequilla Con Sal 250 g -ID- 337", "Soprole Mantequilla Sin Sal 250 g -ID- 339", "Soprole Mantequilla Untable 200 g -ID- 341", "Soprole Margarina 250 g -ID- 343", "Soprole Margarina 500 g -ID- 345", "Soprole Margarina Mix con Mantequilla 500 g -ID- 347", "Surena Margarina 1 Kg -ID- 84", "Surena Margarina Mix 500 g -ID- 148", "Surena Margarina con Mantequilla del Sur 500 g -ID- 274"], "yaml": {"nc": 54, "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, true]], [-1, 1, "Conv", [512, 3, 2]], [-1, 6, "C2f", [512, true]], [-1, 1, "Conv", [1024, 3, 2]], [-1, 3, "C2f", [1024, true]], [-1, 1, "SPPF", [1024, 5]]], "head": [[-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 6], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 4], 1, "Concat", [1]], [-1, 3, "C2f", [256]], [-1, 1, "Conv", [256, 3, 2]], [[-1, 12], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "Conv", [512, 3, 2]], [[-1, 9], 1, "Concat", [1]], [-1, 3, "C2f", [1024]], [[15, 18, 21], 1, "Detect", ["nc"]]], "ch": 3}, "nc": 54, "args": {"model": "yolov8s.yaml", "batch": 8, "imgsz": 800}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}

yolov8_mantequilla/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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+                      2,                 2.0696,                 1.8265,                 1.5091,                0.43487,                0.48692,                 0.3878,                0.20658,                 1.6577,                 1.6655,                 1.3325,              0.0093425,              0.0091944,              0.0091944
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+                     14,                 1.6916,                 1.0663,                 1.2591,                0.56976,                0.55927,                0.50414,                0.26893,                 1.6608,                 1.2993,                 1.2661,               0.004852,               0.004852,               0.004852
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