Object Detection
ultralytics
English
German
yolo
yolov8
invoice
document-layout
document-understanding
ocr-prep
invoice-extraction
Eval Results (legacy)
Instructions to use AvoCahDoe/invoice-layout-yolov8s with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use AvoCahDoe/invoice-layout-yolov8s with ultralytics:
from ultralytics import YOLOvv8 model = YOLOvv8.from_pretrained("AvoCahDoe/invoice-layout-yolov8s") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
Upload metrics/results.csv with huggingface_hub
Browse files- metrics/results.csv +101 -0
metrics/results.csv
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| 1 |
+
epoch,time,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
|
| 2 |
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1,32.8334,2.73306,4.87916,2.50161,0,0,0,0,nan,nan,nan,0.0023,0.0023,0.0793
|
| 3 |
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|
| 4 |
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| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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|
| 70 |
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|
| 73 |
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|
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|
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|
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|
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|
| 81 |
+
80,1609.45,1.18483,1.04583,1.34653,0.89991,0.79113,0.8304,0.58845,1.15765,0.9991,1.21728,0.00113873,0.00113873,0.00113873
|
| 82 |
+
81,1626.04,1.13622,0.9782,1.30547,0.8949,0.79384,0.82856,0.59059,1.14378,0.94326,1.20078,0.00104537,0.00104537,0.00104537
|
| 83 |
+
82,1642.88,1.16589,1.00418,1.33996,0.88896,0.78015,0.82377,0.57612,1.1559,0.94339,1.19966,0.000955951,0.000955951,0.000955951
|
| 84 |
+
83,1659.22,1.15767,0.98347,1.31371,0.89254,0.78243,0.83624,0.57262,1.20526,0.92521,1.19163,0.000870577,0.000870577,0.000870577
|
| 85 |
+
84,1675.58,1.12892,0.98365,1.31035,0.89289,0.79291,0.85802,0.58125,1.19847,0.92536,1.18259,0.000789327,0.000789327,0.000789327
|
| 86 |
+
85,1692.1,1.15365,0.9906,1.31858,0.88774,0.78388,0.84679,0.57602,1.22802,0.93369,1.18812,0.000712282,0.000712282,0.000712282
|
| 87 |
+
86,1708.98,1.15477,1.01094,1.33128,0.88572,0.77414,0.84644,0.56488,1.23444,0.92723,1.19538,0.000639518,0.000639518,0.000639518
|
| 88 |
+
87,1726.03,1.15057,0.95649,1.31233,0.88954,0.77426,0.84221,0.57519,1.18258,0.90828,1.19575,0.000571106,0.000571106,0.000571106
|
| 89 |
+
88,1743.1,1.18251,1.02317,1.34978,0.89271,0.77014,0.84162,0.58848,1.14786,0.89502,1.1979,0.000507115,0.000507115,0.000507115
|
| 90 |
+
89,1759.54,1.11746,0.93434,1.29871,0.89159,0.76517,0.84375,0.58955,1.14576,0.89003,1.1953,0.000447606,0.000447606,0.000447606
|
| 91 |
+
90,1776.62,1.14085,0.96667,1.31611,0.88699,0.76696,0.84584,0.58746,1.15558,0.89051,1.1896,0.00039264,0.00039264,0.00039264
|
| 92 |
+
91,1790.65,1.0167,0.79957,1.18179,0.89323,0.7598,0.85341,0.60108,1.11197,0.89339,1.18884,0.00034227,0.00034227,0.00034227
|
| 93 |
+
92,1805.63,0.97459,0.75936,1.17871,0.86865,0.77297,0.84958,0.60605,1.12649,0.9104,1.20056,0.000296546,0.000296546,0.000296546
|
| 94 |
+
93,1820.51,0.99179,0.74724,1.16031,0.86004,0.77637,0.85202,0.60259,1.12934,0.92263,1.20001,0.000255513,0.000255513,0.000255513
|
| 95 |
+
94,1834.78,0.99861,0.75572,1.16816,0.85874,0.77948,0.85371,0.61396,1.09667,0.89586,1.19281,0.000219212,0.000219212,0.000219212
|
| 96 |
+
95,1849.65,0.97494,0.71994,1.15506,0.89039,0.78749,0.84813,0.60222,1.12403,0.86986,1.18583,0.000187678,0.000187678,0.000187678
|
| 97 |
+
96,1863.82,0.9503,0.70801,1.14031,0.8912,0.7877,0.84445,0.59978,1.15768,0.8615,1.18606,0.000160943,0.000160943,0.000160943
|
| 98 |
+
97,1877.75,0.98794,0.73081,1.15603,0.89512,0.78733,0.8418,0.60421,1.14597,0.8533,1.18581,0.000139032,0.000139032,0.000139032
|
| 99 |
+
98,1891.88,0.94344,0.70576,1.14732,0.90265,0.78642,0.84278,0.60361,1.12726,0.8453,1.18382,0.000121968,0.000121968,0.000121968
|
| 100 |
+
99,1905.87,0.97242,0.72353,1.15921,0.90993,0.79401,0.84652,0.60925,1.10995,0.83261,1.1867,0.000109768,0.000109768,0.000109768
|
| 101 |
+
100,1919.85,0.94594,0.69859,1.14811,0.90963,0.79076,0.8478,0.60857,1.10989,0.82221,1.18961,0.000102443,0.000102443,0.000102443
|