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.
Face and License Plate Anonymizer Free trial
Latest Version:
4.0.0
Detection and blurring of faces and license plates.
Product Overview
NavInfo Europe's face and license plate anonymizer detects and blurs recognisable faces and license plates in images. The blurring of faces and license plates helps to reach global privacy standards. The models are trained using images taken from a dashcam. For any specific solution, contact us to create a model to solve your needs The average precision, average recall and F1-score for License Plates are 98.5, 99.42 and 98.96 respectively when testing on public datasets (CCPD). For faces these are 95.59, 98.05 and 96.80 respectively (IJB-C). Training set that was used was created by Navinfo Europe.
Key Data
Version
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Type
Model Package
Highlights
NavInfo Europe Face and License Plate Anonymizer can use a number of different models for detecting license plates and faces. All models that were used are available under MIT license or Apache License. The models were trained using a dedicated training set that was developed by Navinfo Europe. Images in this dataset were created by Navinfo Europe or used under license.
Latency metrics: measured on g4dn.xl : 41fps measured on g4dn.12xl : 77fps
The models and the training data for this pipeline can be used commercially.
Navinfo Europe has created these models using more than 5 years of experience in the area of machine learning and AI.
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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$0.50/hr
running on ml.g4dn.xlarge
Model Batch Transform$0.50/hr
running on ml.p3.2xlarge
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$0.736/host/hr
running on ml.g4dn.xlarge
SageMaker Batch Transform$3.825/host/hr
running on ml.p3.2xlarge
About Free trial
Try this product for 5 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.g4dn.4xlarge | $0.50 | |
ml.g4dn.16xlarge | $0.50 | |
ml.p3.16xlarge | $0.50 | |
ml.g4dn.2xlarge | $0.50 | |
ml.p3.8xlarge | $0.50 | |
ml.p3.2xlarge | $0.50 | |
ml.g4dn.8xlarge | $0.50 | |
ml.g4dn.12xlarge | $0.50 | |
ml.g4dn.xlarge Vendor Recommended | $0.50 |
Usage Information
Model input and output details
Input
Summary
Upload the images you want to anonymize by blurring, we support the most common formats.
Limitations for input type
Each image should not exceed 5 MB. Maximum image resolution: 4096 x 2048.
Input MIME type
image/jpeg, image/png, image/tiff, image/jp2, image/bmp, image/webpSample input data
Output
Summary
Images with blurred faces and license plates
Limitations for output type
Output type defined by Accept header must be one of: image/jpeg, image/png, image/x-ms-bmp, image/x-portable-pixmap, image/tiff, image/jp2
Output MIME type
image/jpeg, image/png, image/tiffSample 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
Face and License Plate Anonymizer
Navinfo Europe provides support upon request by the customer. Please contact our support engineers or sales representatives using the following e-mail address:
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
Currently we do not support refunds, but you can cancel your subscription to this service at any time.
Customer Reviews
Ritik R.
Anonymizer helps in Maintaining Privacy
Jun 1, 2023
What do you like best about the product?Anonymizer helps to maintain the privacy of the people in the
videos I use.What do you dislike about the product?It's a little slow for me sometimes, but overall it's
good.What problems is the product solving and how is that benefiting you?It is helping me... Read more
videos I use.What do you dislike about the product?It's a little slow for me sometimes, but overall it's
good.What problems is the product solving and how is that benefiting you?It is helping me... Read more
Nadeem P.
View allFace and License plate anonymizer review
Apr 6, 2023
What do you like best about the product?The best thing about Face and License plate Anonymizer is
data privacy.What do you dislike about the product?I didn't find personally any fact that makes Face
and License plate anonymizer to dislike.What problems is the product solving and how is t... Read more
data privacy.What do you dislike about the product?I didn't find personally any fact that makes Face
and License plate anonymizer to dislike.What problems is the product solving and how is t... Read more
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