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Azure Custom Vision Service

4.2
(10)

Azure Custom Vision Service is a tool for building custom image classifiers, and for making them better over time. This service enables you to identify your own objects and things in images.

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Azure Custom Vision Service Reviews

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Azure Custom Vision Service review by Javi P.
Javi P.
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"Amazing, and with a good free tier"

What do you like best?

For me, it's incredible that you got a fully-fledged custom vision service, and for free! It's sonmewhat magic that, getting a dataset on your own, uploading it to the as-a-service form of Custom Vision, and with a few more clicks, you have a trained model, and the training is done in seconds! Seems unbelievable for me. Not so long, you needed to do it by hand, and not as a service you can freely consume. It's priced accordingly.

What do you dislike?

This is (as of January 2019) a relatively new service that Microsoft offers inside the Azure Services umbrella, and it has a couple rough edges. For example, at the moment I can't export directly my model to Tensorflow Lite (when using Object recognition, I can't select the "compact" models). But I wrote them, and they told me that this very feature will be available in the near future, so this won't be an issue soon.

Recommendations to others considering the product

Can be used initially as-a service, but later ported to your Azure Subscription to get better quotas.

What business problems are you solving with the product? What benefits have you realized?

The business problem I am solving is to get an object recognition model to be used with our computer vision based apps.It solves it better than other alternatives (e.g. try to train the model yourself, doing the entire project of training in local, with a TensorFlow local installation, and with all the commands and scripts) the ease to use, out-of-the-box service ready to throw to it some images, and getting in matter of seconds a trained model.

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Azure Custom Vision Service review by Weihua Z.
Weihua Z.
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Verified Current User
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content

"Review for Azure Custom Vision Service"

What do you like best?

Powerful features, mature API documentation, multiple usages,

UI console for training and testing,

API for training and testing in code, supporting multiple programming languages.

Good UI for showing the traninig, testing and model performances results.

What do you dislike?

Too many different API keys, including project key, API key, iteration key,

prediction key and training key. Could be improved to a more concise API

calling technique.

Difficult to tune the model for your customized usage or purposes.

Could be better improved in this situation.

Recommendations to others considering the product

Easy and convenient to use. But there isn't much space for tuning your custom model. You can change the model by feeding different training samples and different tagging. The model itself is powerful enough to adapt your customized changes or purposes.

What business problems are you solving with the product? What benefits have you realized?

Solving a computer vision and image recognition project using Azure Custom Vision Service.

Benefits: Finished the project and accomplished the project goal, save much time for tuning the model or building a deep learning model on my own.

Part of the datapipe line, feeding images into the custom vision service to do object recognition and tag classification and feed the result back into the database.

What Image Recognition solution do you use?

Thanks for letting us know!
Azure Custom Vision Service review by G2 User in Computer Software
G2 User in Computer Software
Validated Reviewer
Verified Current User
Review Source
content

"Great way to train image related models"

What do you like best?

The custom vision service is by far the easiest way to create classification or object detection models for images. The

What do you dislike?

The only way to really tweak the model the service gives you is to train more images. While this isn't a bad way, there are some other optimizations that can be done to get better performance.

Recommendations to others considering the product

The Custom Vision service is at least worth considering if planning to show how viable using image AI can be for a product or service. It performs very well and can even be used for production.

What business problems are you solving with the product? What benefits have you realized?

Image classification problems to automate workflows

Azure Custom Vision Service review by Andrew L.
Andrew L.
Validated Reviewer
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"This Product Was Good For My Company!"

What do you like best?

I liked that it easily customized my own state-of-the-art computer vision models for my unique use cases. I just uploaded a few labeled images and let Custom Vision Service do the work!

What do you dislike?

It was a little hard to understand when I first started using the product!

What business problems are you solving with the product? What benefits have you realized?

It allowed me to use my labeled images to teach Custom Vision Service the concepts I wanted it to learn!

Azure Custom Vision Service review by G2 User
G2 User
Validated Reviewer
Verified Current User
Review Source
content

"A new way to code"

What do you like best?

Trying new codes and languages, learn and experiment. Gives a real-world feel, SQL works great. Modelling is great in Azure. You will love it once you get used to it.

What do you dislike?

Not easy to use. Needs time to understand.

What business problems are you solving with the product? What benefits have you realized?

A lot of flexibility once you know how to use the page and know your way around. Nicely build, functionality and built-in functions work perfectly.

Azure Custom Vision Service review by Kevin H.
Kevin H.
Validated Reviewer
Review Source
content

"Sophisticated Vision Service"

What do you like best?

I like that the algorithms test themselves on the images I submit.

What do you dislike?

Not able to be used for detecting minor differences.

Recommendations to others considering the product

Easy to incorporate into projects and fast detection after it has been trained.

What business problems are you solving with the product? What benefits have you realized?

Using a Raspberry Pi to train for detecting objects. Works quickly after the training to identify items.

Azure Custom Vision Service review by Ashley R.
Ashley R.
Validated Reviewer
Review Source
content

"Get azure, get allured. "

What do you like best?

That you can customize and personalize your designs.

What do you dislike?

You can have trouble uploading the images at times. But this could also be due to size.

Recommendations to others considering the product

Keep focusing on your current process. and you will get closer to success for both the client and your company.

What business problems are you solving with the product? What benefits have you realized?

I can get my work done quicker than before.

Azure Custom Vision Service review by G2 User in Computer Software
G2 User in Computer Software
Validated Reviewer
Review Source
content

"Awesome API, Mostly it is giving accurate result with in a two seconds. "

What do you like best?

The Custom Vision service is quickly recognizing text from the business cared. For my Personal study project i have use this one it working so cool.

What do you dislike?

It is giving the out put in complex JSON data.It is not under stand by starters.

Recommendations to others considering the product

Just try at it then you will realize it Then you will why we haven't use this

What business problems are you solving with the product? What benefits have you realized?

I have developed business cared reader and bill reader.

Azure Custom Vision Service review by G2 User
G2 User
Validated Reviewer
Review Source
content

"Nice Vision API for image recognition related use case "

What do you like best?

It is giving lots of information about an image. we can easily customize and use for specific use case. The result we are getting on JSON format is easy for front end developers.

What do you dislike?

we have to find data set for training the model takes time

What business problems are you solving with the product? What benefits have you realized?

We are using this API for one of our RND project to read receipt image and get amount and other information.

Azure Custom Vision Service review by G2 User
G2 User
Validated Reviewer
Review Source
content

"Image Classification out of the box"

What do you like best?

Out of the box the performance is great and it is only better when trained

What do you dislike?

I dont like Azure's documentation as a whole and this includes Custom Vision

What business problems are you solving with the product? What benefits have you realized?

Classification of Sports Images into the corresponding plays

We were able to automate tagging of images

Kate from G2

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