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doc-layout-yolov8n
neuralshift/doc-layout-yolov8n
doc-layout-yolov8n is a machine learning model from neuralshift. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Ultralytics YOLOv8 nano trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file.
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Public
Updated Dec 2, 2024
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12.6 MB
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At a glance
- Access
- Public
- Created
- Feb 15, 2024
- Updated
- Dec 2, 2024
- SHA
- 5cf704af
Datasets
Model card
From the Hugging Face model README
Ultralytics YOLOv8 nano trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file.
Val
| Metric | Value |
|---|---|
| box_loss | 0.74732 |
| cls_loss | 0.52909 |
| dfl_loss | 0.81974 |
| precision(B) | 0.87111 |
| recall(B) | 0.81897 |
| mAP50(B) | 0.89472 |
| mAP50-95(B) | 0.6866 |
Test
| Metric | Value |
|---|---|
| Precision | 0.851 |
| Recall | 0.798 |
| mAP50 | 0.879 |
| mAP50-95 | 0.712 |
- Created
- Feb 15, 2024
- Updated
- Dec 2, 2024