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yolov8_postres_cremas_manjar/runs/detect/train/args.yaml

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+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/postres_cremas_manjar-16/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
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+seed: 0
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+overlap_mask: true
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+val: true
+save_json: false
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+conf: 0.001
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: ultralytics/assets/
+show: false
+save_txt: false
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+save_crop: false
+hide_labels: false
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+boxes: true
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yolov8_postres_cremas_manjar/runs/detect/train/model_artifacts.json

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+{"names": ["Chandelle Nestle Chocolate-Vainilla 130gr -ID- 5369", "Chandelle Postre Crema Manjar 130 g -ID- 1413", "Chandelle Postre Crema Sabor Chocolate 130 g -ID- 1258", "Chandelle Postre Crema Sabor Lucuma 130 g -ID- 1415", "Colun Crema Uht Baseline Caja 1 L -ID- 1278", "Colun Jalea Frambuesa Postre 100 g -ID- 1455", "Colun Jalea Guinda Postre 100 g -ID- 1150", "Colun Jalea Limon Postre 100 g -ID- 1457", "Colun Jalea Naranja Postre 100 g -ID- 1280", "Colun Manjar Bolsa 1 kg -ID- 1467", "Colun Manjar Pote 400 g -ID- 1196", "Compota Manzana Postre -ID- 3654", "Compota Nestle Durazno 120g -ID- 3652", "Compota Nestle manzana pote 120 g -ID- 803", "Compota Sabor Pera -ID- 3662", "Crema Acida Bolsa -ID- 4554", "Crema Chantilly -ID- 4422", "Crema Chantilly Chocolate -ID- 4549", "Crema Chantilly Frasco -ID- 4555", "Crema Chantilly Light -ID- 4550", "Crema Chantilly de origen Vegetal -ID- 4553", "Crema Clasica Alternative -ID- 4560", "Crema De Leche Caja -ID- 4558", "Crema De Leche Light -ID- 4166", "Crema Fresca Bolsa -ID- 4557", "Crema Larga Vida Caja -ID- 4556", "Crema Lista Caja -ID- 4559", "Crema Para Batir Y Cocinar -ID- 4551", "Crema Vegetal Azucarada -ID- 4548", "Crema de Leche Caja 200ml Colun -ID- 4547", "Crema de leche Colun 200 ml -ID- 915", "Dulce De Leche Plus Pote -ID- 4570", "Dulce De Leche Pote -ID- 4572", "Dulce Sin Leche -ID- 4565", "Dulce de leche sin lactosa 380 g -ID- 4569", "El Manjar Manjar Bolsa 1 kg -ID- 1005", "Flan Chocolate -ID- 3657", "Flan Colun 100 Gr Chocolate -ID- 5373", "Flan Manjar Postre -ID- 3664", "Flan Nestle Caramelo 110g -ID- 3653", "Flan Tres Leches Postre -ID- 3660", "Flan Vainilla Postre -ID- 3663", "Gold Creme Caramel Postre 120 g -ID- 758", "Gold Pannacotta Frambuesa Postre 120 g -ID- 954", "Ideal Leche Evaporada Lata 400 g -ID- 866", "Jalea Frambuesa Postre 100grs Lider -ID- 3650", "Jalea Sabor Guinda Lider -ID- 3647", "Jalea Sabor Limon Lider -ID- 3648", "Jalea Sabor Naranja Lider -ID- 3649", "Jalea Soprole sabor frambuesa pote 110 g -ID- 1000", "Jalea Soprole sabor guinda pote 110 g -ID- 748", "Jalea Soprole sabor naranja pote 110 g -ID- 1002", "Leche Condensada 395grs Lider -ID- 4165", "Leche Condensada Sin Lactosa -ID- 4188", "Leche Evaporada Gloria -ID- 4190", "Leche Sur Leche Condensada Azucarada Lata 397 g -ID- 1082", "Manjar Bolsa -ID- 4563", "Manjar Daily 400gr -ID- 4562", "Manjar Doypack -ID- 4566", "Manjar Doypack 400 g 400 g Calo -ID- 4568", "Manjar Receta Casera -ID- 4564", "Manjar Sin Lactosa -ID- 4567", "Manjar Sin Lactosa Pote -ID- 4573", "Manjarate Mousse Black Postre 80 g -ID- 618", "Manjarate Mousse Tradicional Postre 125 g -ID- 620", "Nestle Crema De Leche 157 g -ID- 431", "Nestle Crema De Leche 236 g -ID- 585", "Nestle Crema De Leche Caja 200 ml -ID- 481", "Nestle Jalea Frambuesa 110 g -ID- 587", "Nestle Jalea Guinda Postre 110 g -ID- 407", "Nestle Jalea Naranja 110 g -ID- 589", "Nestle Jalea Pina 110 g -ID- 483", "Nestle Leche Condensada Azucarada Lata 397 g -ID- 591", "Nestle Leche Condensada Doypack 320 g -ID- 433", "Nestle Semola Con Leche Salsa De Caramelo 135 g -ID- 593", "Pack 6 Crema de leche Nestle cajita 200 ml -ID- 501", "Pack 6 Crema espesa Soprole 200 ml -ID- 627", "Postre Arroz con Leche Caramelo Postres de la Abuela -ID- 3668", "Postre Chandelle Crema Sin lactosa Manjar 130g -ID- 3651", "Postre Crema Sin Lactosa Sabor Chocolate -ID- 3671", "Postre Flan Caramelo Postres de la Abuela -ID- 3670", "Postre Flan Vainilla Postres de la Abuela 120gr -ID- 3669", "Postre Mousse -ID- 3672", "Postre Mousse De Chocolate -ID- 3665", "Postre Nestle leche asada pote 120 g -ID- 69", "Postre Pannacotta de Caluga Gold -ID- 3667", "Postre Pistacho -ID- 3656", "Postre Soprole manjarate white pote 80 g -ID- 71", "Regimel Jalea Frambuesa Light Pack Postre 100 gr -ID- 159", "Semola Con Leche Salsa De Frambuesa -ID- 3655", "Soprole Arroz Con Leche Postre 130 g -ID- 293", "Soprole Crema De Leche Caja 200 g -ID- 295", "Soprole Flan Caramelo Postre 120 g -ID- 297", "Soprole Flan Vainilla Postre 120 g -ID- 299", "Soprole Jalea Sabor Pina 110 g -ID- 301", "Soprole Leche Asada Postre 120 g -ID- 303", "Soprole Postre Semola Caramelo 140 g -ID- 351", "Soprole Postre Semola Damasco 140 g -ID- 353", "Soprole Postre Semola Frambuesa 140 g -ID- 355", "Soprole Postre manjarate 3D 100 gr -ID- 349", "Trencito Postre De Chocolate Mousse 70 g -ID- 302"], "yaml": {"nc": 101, "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": 101, "args": {"model": "yolov8s.yaml", "batch": 8, "imgsz": 800}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}

yolov8_postres_cremas_manjar/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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+                     14,                 1.8374,                 1.2148,                 1.2554,                0.49987,                0.44686,                0.42687,                0.23684,                 1.6439,                 1.8891,                 1.2133,               0.004852,               0.004852,               0.004852
+                     15,                 1.8475,                 1.2765,                 1.3294,                0.47008,                0.44913,                0.41548,                0.22496,                 1.6841,                 1.8336,                 1.2156,               0.004456,               0.004456,               0.004456
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