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buio
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attention_mil_classification

Keras
TensorBoard
computer-vision
classification
multiple-instance-learning
Model card Files Metrics Community
buio commited on
Commit
bc47143
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1 Parent(s): 7126c1c

Add model

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Files changed (12) hide show
  1. .gitattributes +3 -0
  2. README.md +56 -0
  3. history.json +74 -0
  4. keras_metadata.pb +3 -0
  5. logs/train/events.out.tfevents.1654785187.23dbe507835e.62.0.v2 +3 -0
  6. logs/train/events.out.tfevents.1654785477.23dbe507835e.62.2.v2 +3 -0
  7. logs/validation/events.out.tfevents.1654785191.23dbe507835e.62.1.v2 +3 -0
  8. logs/validation/events.out.tfevents.1654785483.23dbe507835e.62.3.v2 +3 -0
  9. model.png +3 -0
  10. saved_model.pb +3 -0
  11. variables/variables.data-00000-of-00001 +3 -0
  12. variables/variables.index +3 -0
.gitattributes CHANGED
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README.md ADDED
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+ ---
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+ library_name: keras
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+ tags:
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+ - computer-vision
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+ - classification
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+ - 'multiple-instance-learning '
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+ ---
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
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+ - training_precision: float32
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+
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+ ## Training Metrics
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+
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+ | Epochs | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy |
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+ |--- |--- |--- |--- |--- |
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+ | 1| 0.315| 0.915| 0.066| 0.983|
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+ | 2| 0.089| 0.982| 0.049| 0.99|
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+ | 3| 0.078| 0.987| 0.084| 0.983|
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+ | 4| 0.059| 0.983| 0.033| 0.993|
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+ | 5| 0.042| 0.99| 0.053| 0.99|
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+ | 6| 0.042| 0.996| 0.019| 0.993|
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+ | 7| 0.013| 0.999| 0.067| 0.987|
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+ | 8| 0.055| 0.988| 0.049| 0.99|
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+ | 9| 0.005| 1.0| 0.039| 0.993|
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+ | 10| 0.005| 1.0| 0.038| 0.99|
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+ | 11| 0.039| 0.995| 0.214| 0.97|
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+ | 12| 0.008| 1.0| 0.039| 0.99|
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+ | 13| 0.002| 1.0| 0.047| 0.993|
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+ | 14| 0.016| 0.999| 0.057| 0.99|
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+ | 15| 0.046| 0.993| 0.026| 0.997|
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+ | 16| 0.002| 1.0| 0.06| 0.99|
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+ ## Model Plot
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+
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+ <details>
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+ <summary>View Model Plot</summary>
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+
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+ ![Model Image](./model.png)
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+
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+ </details>
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