Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
Mphasis DeepInsights Face Mask Detector Free trial
By:
Latest Version:
2.2
This solution detects faces in an image and classifies whether a mask is worn or not.
Product Overview
Mphasis DeepInsights Face Mask Detector takes images as input, detects faces present and then classifies whether the detected faces are wearing masks or not. This solution can be used by organizations at places such as entry gates, common hall, cafeteria etc. to ensure adherence to public health policies during pandemic times.
Key Data
Version
By
Type
Model Package
Highlights
Face Mask Detector is a two steps deep learning based solution. First it identifies the facial features present in the images and then classifies whether the face is covered with mask or not.
This solution can be used within office premises and public places to check if public safety guidelines relating to covering the face with mask are followed or not.
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$8.00/hr
running on ml.m5.xlarge
Model Batch Transform$16.00/hr
running on ml.m5.xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.23/host/hr
running on ml.m5.xlarge
SageMaker Batch Transform$0.23/host/hr
running on ml.m5.xlarge
About Free trial
Try this product for 30 days. There will be no software charges, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration.
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
|---|---|---|
ml.m4.4xlarge | $8.00 | |
ml.m5.4xlarge | $8.00 | |
ml.m5d.24xlarge | $8.00 | |
ml.c5d.large | $8.00 | |
ml.m4.16xlarge | $8.00 | |
ml.m5.2xlarge | $8.00 | |
ml.p3.16xlarge | $8.00 | |
ml.c5d.4xlarge | $8.00 | |
ml.m4.2xlarge | $8.00 | |
ml.c5.2xlarge | $8.00 | |
ml.c5d.9xlarge | $8.00 | |
ml.p3.2xlarge | $8.00 | |
ml.c4.2xlarge | $8.00 | |
ml.m4.10xlarge | $8.00 | |
ml.c4.xlarge | $8.00 | |
ml.m5.24xlarge | $8.00 | |
ml.m5d.xlarge | $8.00 | |
ml.m5d.large | $8.00 | |
ml.c5.xlarge | $8.00 | |
ml.p2.xlarge | $8.00 | |
ml.m5.12xlarge | $8.00 | |
ml.m5d.4xlarge | $8.00 | |
ml.p2.16xlarge | $8.00 | |
ml.c4.4xlarge | $8.00 | |
ml.c5.large | $8.00 | |
ml.m5.xlarge Vendor Recommended | $8.00 | |
ml.c5.9xlarge | $8.00 | |
ml.m4.xlarge | $8.00 | |
ml.c5.4xlarge | $8.00 | |
ml.m5d.2xlarge | $8.00 | |
ml.c5d.xlarge | $8.00 | |
ml.p3.8xlarge | $8.00 | |
ml.m5d.12xlarge | $8.00 | |
ml.c4.large | $8.00 | |
ml.m5.large | $8.00 | |
ml.c4.8xlarge | $8.00 | |
ml.p2.8xlarge | $8.00 | |
ml.t2.xlarge | $8.00 | |
ml.c5.18xlarge | $8.00 | |
ml.c5d.18xlarge | $8.00 | |
ml.t2.large | $8.00 | |
ml.t2.medium | $8.00 | |
ml.t2.2xlarge | $8.00 | |
ml.c5d.2xlarge | $8.00 |
Usage Information
Model input and output details
Input
Summary
• Supported content types: application/zip
• The input images should be of the format ‘.jpg’, ‘.jpeg’ or ‘.png’
• The algorithm takes input as zipped folder containing images
Limitations for input type
The solution can process zipped folder of size up to 15MB.
Input MIME type
application/zipSample input data
Output
Summary
• Content types: application/zip
• Output will be the zipped folder containing images processed by the algorithm
• Output images will have detected faces within the box along with ‘Mask’ or ‘No Mask’ confidence
Output MIME type
application/zipSample output data
Sample notebook
Additional Resources
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
Mphasis DeepInsights Face Mask Detector
For any assistance reach out to us at:
AWS Infrastructure
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