Comparison of pretrained models against AWS Rekognition for image classification inference

Models tested:

• resnet_50
• inception_v3
• densenet201
• vgg16
• mobilenet
• AWS Rekognition

Requirements

• AWS access key, secret and region configured
• Jupyter Notebook
• Keras
• NumPy
• boto3

Usage

Install requirements and run the notebook. Model weights will be downloaded (takes a good while). Run the cells in the notebook