Model Card for Fine-tuned MobileNetV2 Model for Cat 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

Model Cards Team, model-cards@google.com

Licenses

References

Citations

Considerations

Intended Users

Use Cases

Limitations

Tradeoffs

Ethical Considerations

Datasets

Training Set

Validation Set

Validation Set Size

Quantitative Analysis

Performance Metrics
NameValue
accuracy@0.5 0.9781249761581421
accuracy@0.5, cat 0.9932885766029358 (0.9832885766, 1.0032885766)
accuracy@0.5, Dog 0.9649122953414917 (0.95491229534, 0.97491229534)