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doc-layout-yolov8s
neuralshift/doc-layout-yolov8s
doc-layout-yolov8s 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 small trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file.
Access
Public
Updated Dec 2, 2024
Repo size
179 MB
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3
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.pt89.6 MB · 99%
At a glance
- Access
- Public
- Created
- Feb 15, 2024
- Updated
- Dec 2, 2024
- SHA
- d0abb1e8
Datasets
Model card
From the Hugging Face model README
Ultralytics YOLOv8 small trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file.
Val
| Metric | Value |
|---|---|
| box_loss | 0.71296 |
| cls_loss | 0.51492 |
| dfl_loss | 0.81419 |
| precision(B) | 0.891 |
| recall(B) | 0.8338 |
| mAP50(B) | 0.909 |
| mAP50-95(B) | 0.711 |
Test
| Metric | Value |
|---|---|
| Precision | 0.852 |
| Recall | 0.822 |
| mAP50 | 0.891 |
| mAP50-95 | 0.733 |
- Created
- Feb 15, 2024
- Updated
- Dec 2, 2024