Model Card for Fine-tuned MobileNetV2 Model for Cats vs. Dogs

Model Card for Fine-tuned MobileNetV2 Model for Cats vs. Dogs

Model Details

Overview

This model distinguishes cat and dog images. It uses the MobileNetV2 architecture (https://arxiv.org/abs/1801.04381) and is trained on the Cats vs Dogs dataset (https://www.tensorflow.org/datasets/catalog/cats_vs_dogs). This model performed with high accuracy on both Cat and Dog images.

Version

name: v1.0
date: 08/28/2020

Owners

License

Apache-2.0

References

Citation

https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb

Considerations

Use Cases

Limitations

Ethical Considerations

Eval Set

Validation Set Size

Quantitative Analysis

Accuracy
Performance Metrics
NameValue
accuracy 0.981249988079071
accuracy, cat 0.9932885766029358
accuracy, Dog 0.9707602262496948