Upload 37 files

.gitattributes

@@ -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_frutas_verduras/runs/detect/train/F1_curve.png filter=lfs diff=lfs merge=lfs -text
+yolov8_frutas_verduras/runs/detect/train/P_curve.png filter=lfs diff=lfs merge=lfs -text
+yolov8_frutas_verduras/runs/detect/val/F1_curve.png filter=lfs diff=lfs merge=lfs -text
+yolov8_frutas_verduras/runs/detect/val/P_curve.png filter=lfs diff=lfs merge=lfs -text

yolov8_frutas_verduras/runs/detect/train/args.yaml

@@ -0,0 +1,91 @@
+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/frutas_verduras-25/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
+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
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+cfg: null
+v5loader: false
+save_dir: runs/detect/train

yolov8_frutas_verduras/runs/detect/train/events.out.tfevents.1689806866.e0b1f1c1a591.37113.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89970ba0e45705387574d3083c3f62f21bdf55222c23999163645eaf05a2ff53
+size 2365486

yolov8_frutas_verduras/runs/detect/train/model_artifacts.json

@@ -0,0 +1 @@
+{"names": ["-", "Acelga -ID- 3096", "Acelga Un -ID- 1273", "Acelga roja organica 100 g Ecocultiva 100gr -ID- 2857", "Agrosano Tomate Cocktail Pote 250 Gr Com Johnson Huechuraba Hidrohuerta -ID- 3110", "Aji verde granel Kg -ID- 1297", "Ajo Malla 1u Agrouno -ID- 3106", "Ajo Malla 3 Un -ID- 1299", "Ajo negro 2 un- Agrouno -ID- 3104", "Albahaca Baby -ID- 3090", "Albahaca Pote -ID- 3093", "Albahaca bolsa 100 g -ID- 1301", "Ancovi Papa Lavada Malla 5000 Gr Antonio Covarrubias Y Com- Frutas Y Verduras -ID- 3112", "Apio Bastones Bolsa Dole 500gr -ID- 3146", "Apio Corazones Bolsa Dole -ID- 3080", "Apio Ensalada Un -ID- 1347", "Apio Mini Varitas Bolsa Dole 400gr -ID- 3150", "Apio con vara 500 g Genial -ID- 3148", "Apio en juliana 300 g Genial 300gr -ID- 3147", "Arandanos Hortifrut pote 125 g -ID- 1362", "Asian salad mix organica 150 g Ecocultiva -ID- 2858", "Baby Leaf Pote Freshcut 150gr -ID- 3076", "Berro 200 Gr -ID- 3074", "Betarraga bolsa 5 un -ID- 1294", "Bolsa de papas mixtas 650 g -ID- 3139", "Brocoli Un -ID- 1156", "Brote de soya 250 g Mas Vida -ID- 3084", "Brotes de Alfalfa 150 g Frutas Y Verduras -ID- 3083", "Brotes de Arveja 150 g Mas Vida 150gr -ID- 3077", "Cebolla Blanca Malla 1 Kg Frumerc -ID- 3113", "Cebolla Malla 1 Kg -ID- 1142", "Cebolla Morada Malla 1 Kg -ID- 1393", "Cebolla Picklera Malla 1 Kg Frutas Y Verduras -ID- 3109", "Cebolla Tubular Malla 3 Un -ID- 1248", "Cebolla en cubos pote 200 g Genial -ID- 3162", "Cebolla trio malla 3 un- Frutas Y Verduras -ID- 3107", "Cebollas granel kg -ID- 1395", "Cebollin 3 Unidades 3 Un Cebollin Frutas Y Verduras -ID- 3108", "Cebollin 6 Unidades Agrosano -ID- 3105", "Cebollin bolsa 3 un -ID- 1178", "Champinon Shitake Bandeja 100 Gr Setas Del Huerto -ID- 3115", "Champinones Champinones Blanco Bandeja 200 g -ID- 1405", "Champinones Laminados Bandeja 200 G- -ID- 1407", "Champinones Ostra Bandeja 200 gr -ID- 3142", "Chapsui Col Mas Vida 300gr -ID- 3078", "Chapsui Especial Mas Vida 300gr -ID- 3079", "Ciboulette Bandeja 1 Un Ciboulette Frutas Y Verduras -ID- 3103", "Ciboulette Bandeja Agrosano -ID- 3102", "Cilantro 1 un -ID- 1112", "Cilantro Baby -ID- 3091", "Cilantro Feria Un -ID- 5477", "Ciruela Kg -ID- 5457", "Clementina malla 1 Kg -ID- 1433", "Clementinas granel kg -ID- 1268", "Cochayuyo Trozado 80 gr -ID- 2224", "Cochayuyo malla 100 g Buenalimento -ID- 2223", "Coliflor Un -ID- 1453", "Coliflor color 1 un -ID- 3141", "Corazones De Tudela Lider -ID- 3073", "Diente De Dragon Frutas Y Verduras 1kg -ID- 3075", "Diente de dragon bandeja 250 g -ID- 973", "Dole Salsa verde 200 g -ID- 3171", "Durazno Kg -ID- 5458", "Eco Cultiva Organic Zapallo Butternut 1 Un Eco Cultiva Ecocultiva -ID- 2855", "Ensalada Apio Media Luna Dole 420gr -ID- 3149", "Ensalada Cesar Dole 300gr -ID- 3151", "Ensalada De Zanahoria Juliana Lider -ID- 3145", "Ensalada Espinaca Hoja Dole 200 Gr -ID- 3130", "Ensalada Espinaca Proverde 200 Gr -ID- 3186", "Ensalada Italiana Dole 400gr -ID- 3152", "Ensalada Lechuga Escarola Dole 300gr -ID- 3153", "Ensalada Napolitana Dole 300gr -ID- 3155", "Ensalada Repollo Blanco Dole 300gr -ID- 3154", "Ensalada Repollo Blanco Lider -ID- 3144", "Ensalada Repollo Morado Dole 300gr -ID- 3163", "Ensalada Spring Mix Dole 150 Gr -ID- 3131", "Ensalada Summer mix Caja Dole 150gr -ID- 3156", "Ensalada Toscana Dole 300 Gr -ID- 3132", "Ensalada Toscana Genial 300gr -ID- 3167", "Ensalada Toscana Lider -ID- 3143", "Ensalada Zanahoria Rallada Dole 300gr -ID- 3157", "Ensalada apio Lider bastones 500 g -ID- 1013", "Ensalada apio medialuna 420 g -ID- 3172", "Ensalada lechuga escarola 300 g -ID- 3174", "Ensalada repollo blanco 300 g -ID- 3175", "Ensalada repollo blanco 300 g Genial -ID- 3164", "Ensalada repollo morado 300 g Genial -ID- 3158", "Ensalada repollo morado 300gr -ID- 3173", "Ensalada repollo y zanahoria 300 g Apostoles -ID- 3165", "Ensalada toscana 300 g -ID- 3176", "Esparrago Verde Importado Peru 1000Gr Frutas Y Verduras -ID- 3116", "Espinaca -ID- 3095", "Espinaca 500 Gr -ID- 1017", "Exponort Ltda Uva Chilena Rosada S-Semilla Cj Pl 500gr Exponor Frutas Y Verduras -ID- 4472", "Florete De Brocoli 300 Gr -ID- 3184", "Frumerc Ajos Frescos Desgranados Bl 150 Gr Inv Frumerc Agrouno -ID- 3117", "Fruta Bolsa Colacion Feliz 1-5 Kg -ID- 4484", "Frutillas 100- natural pote 500gr Lider -ID- 3522", "Frutillas Frutillas Pote 300 g -ID- 1091", "Frutillas Pote 500 g Frutas Y Verduras -ID- 4469", "Genial Apio corte media luna 500 g -ID- 3170", "Hidrocampo Lechuga De Hoja Roble Verde Hidroponica Bl Pl Un Punto Azul -ID- 3119", "Hidrocampo Zapallo Butternut S-E X 1 Hidrocampo Frutas Y Verduras -ID- 3120", "Hierbabuena Estuche 30 Gr -ID- 3185", "Hoja espinaca organica 200 g Ecocultiva 200gr -ID- 2859", "Huertos Chile Frambuesa Pote Pl 125gr Huertos Chile Frutas Y Verduras -ID- 4473", "Janra Aji Verde Bj Pl 125gr Ramon Lira Sanchez El Chanar -ID- 3121", "Jengibre Pote Jengibre Frutas Y Verduras 100gr -ID- 3138", "Kiwi Kg -ID- 892", "Laurel fresco 30 g -ID- 3087", "Lechuga Corazones De Costina Frutas Y Verduras -ID- 3081", "Lechuga Escarola Bdja 2 Un -ID- 19", "Lechuga Espanola Un -ID- 1086", "Lechuga Hidroponica Espanola Un -ID- 1083", "Lechuga Hidroponica Verde Un -ID- 1088", "Lechuga Lechuga Costina 2 Un -ID- 1084", "Lechuga Lollo Rosa -ID- 3089", "Lechuga Roble Verde -ID- 3088", "Lechuga TRio Hidroponica Punto Azul -ID- 3082", "Lechuga costina nacional 1 un -ID- 1079", "Lechuga escarola 300 g Genial -ID- 3161", "Lechuga escarola bolsa 1 un -ID- 1081", "Lechuga lollo rossa 1 un -ID- 3098", "Limon Ecologico Malla 1 Kg -ID- 436", "Limon granel kg -ID- 438", "Limon malla 1 Kg -ID- 440", "Lo Pinto Choclo Dulce 4 Un Punto Azul -ID- 2533", "Manana Roja Granel 1 Kg Frutas Y Verduras -ID- 4481", "Mangos granel kg -ID- 614", "Manzana Fuji Kg -ID- 622", "Manzana Roja a Granel 1 kg Lider -ID- 4479", "Manzana Royal Gala Granel Kg Frutas Y Verduras -ID- 4482", "Manzana Verde Kg -ID- 626", "Manzana verde Cfrut bolsa 1-5 Kg -ID- 624", "Menta fresca Jardin Secreto estuche 30 g -ID- 3097", "Mix Baby Roble Y Kale Dole 150 Gr -ID- 3134", "Mix Surtido Valle Central Freshcut 150gr -ID- 3085", "Moras Hortifrut 125 g -ID- 4470", "Mote Trigo Bolsa 500 gr -ID- 2534", "Naranja Sofruco 3kg -ID- 4476", "Naranja granel kg -ID- 473", "Naranja jugo malla 3 Kg -ID- 571", "Palta Hass Malla 1 Kg -ID- 677", "Palta hass granel kg -ID- 391", "Palta hass granel kg -ID- 675", "Papa Baby Bolsa 1 Kg Huertos Del Ranco -ID- 3122", "Papas Asado Malla 2 Kg -ID- 539", "Papas Malla 2 Kg -ID- 463", "Papas granel kg -ID- 711", "Pepino Alaska Un -ID- 3182", "Pepino De Ensalada Un -ID- 725", "Pera Packams granel Kg -ID- 555", "Pera Winter Nelly 1kg Garate Hnos -ID- 4480", "Pera bolsa 1 Kg Sofruco -ID- 733", "Perejil atado 120 g -ID- 735", "Pimenton Rojo Un -ID- 745", "Pimenton Verde Un -ID- 8", "Pimenton amarillo 1 un -ID- 556", "Pimenton naranjo 1 un -ID- 3101", "Pimiento Morron Un -ID- 3180", "Pina 1u -ID- 4478", "Pina Ecuador Cal 7 Un -ID- 4485", "Pina caramelo en pote -ID- 189", "Pina ecuador calibre 6 1 un -ID- 289", "Platano Grado 2-5 Kg -ID- 29", "Platano Kg -ID- 33", "Platano granel kg -ID- 31", "Porotos Verdes Malla 500gr Agric Com El Chanar -ID- 2634", "Punto Azul Berenjena Un Frutas Y Verduras -ID- 3123", "Pura Hoja Lechuga Hidroponica Lollo Bionda Frutas Y Verduras -ID- 3125", "Rabano Blanco Mas Vida Un -ID- 3135", "Repollo Morado Un -ID- 161", "Repollo Un -ID- 163", "Rucula Bolsa 200 Gr -ID- 3183", "Rucula Bolsa 200 g Agrosano -ID- 3086", "Rucula Hojas -ID- 3092", "Salad Mix -ID- 3094", "Salsa verde pote 200 g Apostoles -ID- 3166", "Sandia 1 Un -ID- 4483", "Santa Maria Pomelo Mall Pl 3000gr Frutas Y Verduras -ID- 4474", "Setas Del Huerto Champinones Portobello Bj 400 Natures Farm -ID- 3126", "Setas Del Huerto Porto Bello Ricos Y Sanos Bj Plumavit 200G Portobello -ID- 3127", "Setas Del Huerto Portobello Laminado -Champinones- Bj 200gr -ID- 3136", "Tomate Beef Kg -ID- 290", "Tomate Berry Tomate Pote 250 Gr Comercial Rocky -ID- 3137", "Tomate Italiano Kg -ID- 156", "Tomate Primera kg -ID- 292", "Tomate Regy 250 g Rocky -ID- 3099", "Tomate malla 1 Kg Agroterra -ID- 4", "Tomate romanita pote 10 un aprox -ID- 294", "Tomates Triple Tasty 500 g Triple Tasty Pack -ID- 3100", "Uva Blanca Kg -ID- 4467", "Valle Central Fresh Cut Tomate Cocktail Bd Pl 500gr Agrosano -ID- 3128", "Yuca Un -ID- 3140", "Zanahoria Baby Dole 454gr -ID- 3168", "Zanahoria De Jugo Bolsa 1 Kg -ID- 200", "Zanahoria bolsa 1 Kg -ID- 110", "Zanahoria en juliana 300gr Genial -ID- 3169", "Zapallo Entero -Cal 4- Un -ID- 66", "Zapallo Entero -Cal 6- Un -ID- 3181", "Zapallo Italiano 1 un -ID- 379", "Zapallo Picado 500gr -ID- 3178", "Zapallo camote envasado 700 g -ID- 380", "Zapallo cubitos bolsa 500 g -ID- 3179", "mix"], "yaml": {"nc": 205, "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": 205, "args": {"model": "yolov8s.yaml", "batch": 8, "imgsz": 800}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}

yolov8_frutas_verduras/runs/detect/train/results.csv

@@ -0,0 +1,26 @@
+                  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
+                      0,                 2.3205,                 5.0077,                 1.6487,                0.48793,                0.08204,                0.04097,                0.01816,                 1.9581,                 3.6652,                 1.4121,                0.07005,              0.0033278,              0.0033278
+                      1,                 2.3058,                 3.5133,                 1.6278,                 0.3492,                0.13929,                0.08858,                 0.0429,                 1.8491,                 2.8378,                 1.3976,               0.039786,              0.0063974,              0.0063974
+                      2,                 2.3015,                 2.9657,                 1.6392,                0.35369,                 0.1856,                0.12127,                0.05604,                 2.0688,                 2.6679,                 1.5046,              0.0092581,              0.0092029,              0.0092029
+                      3,                 2.2792,                 2.7149,                 1.6378,                0.41194,                0.18053,                0.14172,                0.06356,                 1.9668,                 2.5263,                 1.4804,               0.008812,               0.008812,               0.008812
+                      4,                 2.2475,                 2.4952,                 1.6242,                0.33579,                0.23875,                0.18499,                0.09111,                 1.7963,                 2.4089,                 1.3839,               0.008812,               0.008812,               0.008812
+                      5,                 2.2001,                 2.3543,                 1.6018,                0.32189,                0.26484,                0.20762,                0.10528,                 1.8401,                 2.3388,                 1.4124,               0.008416,               0.008416,               0.008416
+                      6,                   2.17,                  2.205,                 1.5829,                0.35186,                0.27561,                0.20826,                0.10242,                 1.9699,                 2.3554,                 1.4677,                0.00802,                0.00802,                0.00802
+                      7,                 2.1508,                 2.1165,                 1.5697,                0.33203,                0.30712,                0.23269,                0.12109,                 1.7849,                 2.3002,                 1.3864,               0.007624,               0.007624,               0.007624
+                      8,                 2.1176,                 2.0404,                 1.5554,                0.29014,                0.29268,                0.22359,                0.11045,                 1.8715,                 2.2435,                 1.4254,               0.007228,               0.007228,               0.007228
+                      9,                 2.0957,                 1.9598,                 1.5396,                0.29829,                0.30686,                0.23486,                0.11804,                 1.8607,                 2.2626,                 1.4249,               0.006832,               0.006832,               0.006832
+                     10,                 2.0554,                 1.8595,                 1.5092,                0.34619,                0.29485,                0.23436,                0.12086,                 1.8521,                 2.2586,                 1.4239,               0.006436,               0.006436,               0.006436
+                     11,                 2.0396,                 1.8096,                 1.4977,                0.36368,                0.30538,                0.25763,                0.13321,                 1.8679,                 2.3107,                 1.4186,                0.00604,                0.00604,                0.00604
+                     12,                 1.9984,                 1.7254,                 1.4811,                0.32552,                0.32629,                0.26557,                0.13817,                 1.7966,                 2.2668,                 1.3803,               0.005644,               0.005644,               0.005644
+                     13,                 1.9658,                 1.6762,                 1.4627,                0.31813,                0.32634,                0.27205,                0.13614,                 1.8255,                 2.2534,                 1.3989,               0.005248,               0.005248,               0.005248
+                     14,                 1.9495,                 1.6178,                 1.4442,                0.32403,                0.31898,                0.25933,                0.12888,                 1.8361,                 2.2414,                 1.3979,               0.004852,               0.004852,               0.004852
+                     15,                 1.9372,                 1.6832,                 1.5104,                0.31899,                0.30477,                0.25648,                 0.1282,                 1.8544,                 2.3097,                 1.4103,               0.004456,               0.004456,               0.004456
+                     16,                 1.8927,                 1.6057,                 1.4911,                0.28286,                 0.3368,                 0.2624,                0.13424,                 1.8096,                 2.4214,                 1.3889,                0.00406,                0.00406,                0.00406
+                     17,                 1.8661,                 1.5464,                 1.4712,                0.28167,                0.34239,                0.25827,                  0.131,                 1.8178,                   2.34,                 1.4043,               0.003664,               0.003664,               0.003664
+                     18,                 1.8326,                 1.4857,                  1.458,                0.38681,                0.30439,                0.24812,                0.12722,                 1.8597,                 2.3781,                 1.4218,               0.003268,               0.003268,               0.003268
+                     19,                 1.8115,                  1.439,                 1.4474,                0.32461,                0.30784,                0.25471,                0.12681,                 1.8091,                 2.4323,                 1.3935,               0.002872,               0.002872,               0.002872
+                     20,                 1.7772,                 1.3986,                 1.4264,                0.31222,                 0.3154,                0.26252,                0.13211,                 1.8396,                 2.3509,                 1.4086,               0.002476,               0.002476,               0.002476
+                     21,                 1.7514,                 1.3497,                 1.4045,                0.38975,                0.29464,                0.26455,                0.13891,                 1.7835,                 2.3237,                 1.3849,                0.00208,                0.00208,                0.00208
+                     22,                 1.7257,                 1.3164,                 1.3938,                0.34178,                0.31209,                0.26683,                0.14011,                 1.7859,                  2.378,                 1.3861,               0.001684,               0.001684,               0.001684
+                     23,                 1.7035,                 1.2861,                 1.3767,                 0.3595,                0.28809,                0.26328,                0.13949,                 1.7996,                 2.3845,                 1.3946,               0.001288,               0.001288,               0.001288
+                     24,                 1.6712,                 1.2541,                 1.3621,                0.31994,                0.31924,                0.26534,                0.13976,                 1.8056,                 2.3948,                  1.404,               0.000892,               0.000892,               0.000892

yolov8_frutas_verduras/runs/detect/train/roboflow_deploy.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a34e1f09e1ea2c69cf3ad1240dfd9cb3a88b86233c323a0432a42c49cd8194b5
+size 23542050

yolov8_frutas_verduras/runs/detect/train/state_dict.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e8cd0975173ab9eedcbb60f4da7e9d55341c316579ccfc757051a1993fafb65
+size 25312298

yolov8_frutas_verduras/runs/detect/train/weights/best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ff57b1b4aa2bf0dd51205ab1e8725ec402f70657334c82c024b6094093646ed
+size 25386040

yolov8_frutas_verduras/runs/detect/train/weights/last.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79d234eb4d261c2f3788a9bce8d58d7414cd3755f39f9ab33241701d82b452ab
+size 25386040