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deeplab-v3
merve/deeplab-v3
deeplab-v3 is a image segmentation model from merve. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. It is set up for keras.
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At a glance
- Task
- Image Segmentation
- Library
- keras
- Access
- Public
- Created
- May 30, 2022
- Updated
- May 30, 2022
- SHA
- 4c83b323
Model card
From the Hugging Face model README
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training Metrics
| Epochs | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy |
|---|---|---|---|---|
| 1 | 1.206 | 0.636 | 2.55 | 0.555 |
| 2 | 0.957 | 0.696 | 2.671 | 0.598 |
| 3 | 0.847 | 0.729 | 1.431 | 0.612 |
| 4 | 0.774 | 0.751 | 1.008 | 0.689 |
| 5 | 0.712 | 0.771 | 1.016 | 0.705 |
Model Plot
<details> <summary>View Model Plot</summary>
- Task
- Image Segmentation
- Library
- keras
- Created
- May 30, 2022
- Updated
- May 30, 2022