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README.md
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# YOLOv11 Document Layout
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This repository provides YOLOv11 model family finetuned on document layout detection task, finetuned with the ultralytics library. The primary objective of this project is the training and evaluation of highly optimized YOLO models capable of accurately detecting various elements within documents, such as text blocks, tables, and figures. The models have been finetuned on the DocLayNet dataset that provides a rich variety of annotated document layouts.
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The project involved fine-tuning three version of the YOLOv11 family, the `n` (nano), `s` (small), and `m` (medium) models.
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# YOLOv11 Document Layout
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This repository provides YOLOv11 model family finetuned on document layout detection task, finetuned with the ultralytics library. The primary objective of this project is the training and evaluation of highly optimized YOLO models capable of accurately detecting various elements within documents, such as text blocks, tables, and figures. The models have been finetuned on the DocLayNet dataset that provides a rich variety of annotated document layouts.
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The project involved fine-tuning three version of the YOLOv11 family, the `n` (nano), `s` (small), and `m` (medium) models.
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