Top Rated Azure Custom Vision Service Alternatives
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. Review collected by and hosted on G2.com.
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. Review collected by and hosted on G2.com.
11 out of 12 Total Reviews for Azure Custom Vision Service
Overall Review Sentiment for Azure Custom Vision Service
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I like how Azure custom vision service quickly recognizes differences between the images. I've played around with it, adding or deleting some things, some big things and some small things and it is able to recognize the differences. That is a pretty cool feature. On a more personal note, I have yet to test it out on those kids spot the difference games. That will be my next experiment. It would be pretty cool to use it on that and quickly spot the difference. I feel like it is fairly easy to use as well. It is easy on the eyes and the user interface doesnt look too complicated. I'm still a novice but I haven't seen anything that looked like it would be an issue for when I really need to use it but so far so good. Whenever I use a new software, softwares that usually dont pass the test can be seen right off the bat. The way it looks, the initial feel of how things work, the navigation of the software, how easy it is to navigate, how many clicks does it take to get you somewhere. All these things matter because it gives the user the impression right off the bat if it is clunky or a smooth software to use. Review collected by and hosted on G2.com.
I'm not sure if there is anything I dislike about Azure custom vision service. I'm sure I will eventually see something I dont like but for now, I haven't experienced anything too in depth yet to find something I do not like. Usually software that doesnt pass the mustard are ones that doesnt feel good using it at the beginning. the way it looks when you turn it on, how cluttered it looks, how many buttons there are, how substantive and connected each click of the wy as you're working on it, all these things that a user does in the first 5 minutes gives us a lasting impression of the software. Review collected by and hosted on G2.com.
Azure Custom Vision is the easiest way to classify images, it is the best option for artificial intelligence services, one of the reasons I choose this software is its wonderful user interface for training that happens to be compatible with any programming language, In addition, I can customize my own vision models which makes it even more attractive, the fact of being able to upload images and let the same application do that difficult job of identifying the objective of the photo. Review collected by and hosted on G2.com.
I love that Microsoft creates this type of software that gives immediate solutions to existing problems, and with everything they invest in cybersecurity I feel free to use their services. I never find anything negative in this wonderful software, its updates are successful. Review collected by and hosted on G2.com.
We have been using the Azure Custom Vision Service for close to a year now. We have leveraged it for AI to anaylze and tag images with metadata that can be brought back into OpenText Media Management utilizing a service we have written called Rich Media Analysis (RMA). We have been having good analysis results utilizing Custom Vision this way. Review collected by and hosted on G2.com.
Continued improvement in documentation on how to build/leverage custom training using Azure Custom Vision Service. Review collected by and hosted on G2.com.
We can train the model just by clicking and we do not require any knowledge of machine learning Algorithms Review collected by and hosted on G2.com.
The model become overfitted easily this is the main problem with it Review collected by and hosted on G2.com.
The custom vision service is by far the easiest way to create classification or object detection models for images. The Review collected by and hosted on G2.com.
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. Review collected by and hosted on G2.com.
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! Review collected by and hosted on G2.com.
It was a little hard to understand when I first started using the product! Review collected by and hosted on G2.com.
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. Review collected by and hosted on G2.com.
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. Review collected by and hosted on G2.com.
I like that the algorithms test themselves on the images I submit. Review collected by and hosted on G2.com.
Not able to be used for detecting minor differences. Review collected by and hosted on G2.com.
Out of the box the performance is great and it is only better when trained Review collected by and hosted on G2.com.
I dont like Azure's documentation as a whole and this includes Custom Vision Review collected by and hosted on G2.com.
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. Review collected by and hosted on G2.com.
Not easy to use. Needs time to understand. Review collected by and hosted on G2.com.
