Custom Vision Service
Welcome to the Custom Vision Service API Forum
Categories
API – Any ideas or feedback pertaining to features or enhancements to Custom Vision Service API.
Documentation – Any ideas or suggestions for the API Reference or Documentation.
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Samples & SDK Request – Let us know if you would like to see a Code sample or SDK provided.
Release Notes – Recently updated December 19.
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Enable Versioning Of Exported Model
Is there any way to version the model file? As we iterate, there does not seem to be anyway to identify the exported ONNX model by iteration, version, etc. To be clear I do not mean the Version used to create the model...but rather as we add images and retrain...the version of the result. The LearningModel class has a Version property but it seems to always return 0.
1 vote -
Auto-suggest tags
Object Detection learns actively and starts making region suggestions as the user goes along. Please please add the ability to suggest tags for Image Classification! This would really speed up our tagging scenarios.
1 vote -
Proper Tooling for Multiple Users
UI Wishlist:
1. After tagging, the user is returned to the first page, every time. Complete nightmare if you are working through a batch of 1000s.
2. Permissions: Users should be restricted in their ability to download / train / add / delete images - for audit purposes it needs to be possible to restrict to tagging only.
3. Images should be tagged automatically with user name. At the moment we waste one tag per username by way of a nuisance parameter (with associated training expense too).
4. Cross-checking: If one user tags an image, they have no handle by…
1 vote -
Select subset of data for Training
I would like the ability to select a subset of images for Training, to enable my own cross-validation. Right now I don't think I have any control over which specific images are included in the model, unless I delete them (for later re-importing).
2 votes -
Deploy General Model in Different Resource Group
Since General Model has better accuracy, it should be possible to download model artefacts such as model in a .pb or .pkl file so that it can be deployed in a different environment or a different resource group.
2 votes -
Add the functionality for download all the photos you uploaded
It would be nice to be able to download all the photos I have uploaded in my custom vision.ai project.
2 votes -
Add Trigger Capability
I am using an Azure Function to push images into Custom Vision from Azure Blob Storage in order for it to be labelled via the GUI.
We would like to subscribe to an event stream/message queue for when a label has been applied/updated so that we can respond appropriately.
A mechanism for an Azure Function to trigger on this would be amazing.
Alternatively if we have to poll periodically we would like a way to identify which images have had labels applied/modified since the last iteration - is there a workaround to do this?
1 vote -
Send images from Azure Storage to Prediction API
When using customvision.ai, we would like to pass images stored in a Blob storage to the prediction API.
5 votes -
Tensorflow Model compatible with Google Coral Edge
I wish there was a way to use the exported model on a Google Coral Edge (or are there similar devices that can run the current models?). I converted the model to tensorflow lite but was not able to convert it to a Edge TPU Model - as I'm not an specialist on these topics, I don't really know what the issue is - but probably the format just does not match the requirements for Edge TPU Models.
1 vote -
Do not return to page 1 after saving a tag on predictions list
When browsing predictions, the current page is changed back to first page after opening an image and assigning a tag to it.
3 votes -
Heat Map to describe what object impact to prediction
Heat Map is very helpful to understand what area is impacted to Object Detetion task.
Hope we can see it at Active Learning phase via REST API call.8 votes -
Default Iteration feature (needed to be back)
After renew of portal working with Azure subscription, "Default Iteration" feature seems to be disappeared. That was useful from app development point of view; CV model developers can retrain their models besides default iteration model, regardless of Service APIs users.
7 votes -
Ability to import iterations into the workspace to allow models to be generated on subsets of data
I'd like to be able to Import the training data from an iteration into the workspace, modify that data and train a new iteration.
This would allow multiple iterations to be trained with subsets of the same data. ie, you could have iterations containing data for Asia-Pacific, The Americas, and Global, all using a subset of the same training data. You can then import one of these iterations into your workspace to update the training images and create a new iteration for that locale, or import the global iteration to have access to the full set of training images.
It…
2 votes -
Improve results for handwritten text detection
We have created training data for handwriting detection that we are willing to submit to Azure to improve the handwriting model .
Can we do this on your API today ? Can we get train a custom handwriting model starting from the existing model and adding our training data to fine tune the results .
2 votesHello,
Please see the Custom Vision Service here: https://azure.microsoft.com/en-us/services/cognitive-services/custom-vision-service/.
Thanks,
Luke -
API to bulk upload training image with tag
API to bulk upload training image with tag will be more convenient in a situation where lot of images required for training.
4 votes -
precision recall plot
Provide an x-y graph of precision vs. recall as the probability threshold is changed. See here for more details https://acutecaretesting.org/en/articles/precision-recall-curves-what-are-they-and-how-are-they-used
2 votes -
precision recall plot
Provide an x-y graph of precision vs. recall as the probability threshold is changed. See here for more details https://acutecaretesting.org/en/articles/precision-recall-curves-what-are-they-and-how-are-they-used
0 votes -
how to minimiz latency in responce of api .
how to minimiz latency in responce of api .while use api in video object detection
1 vote -
Allow out of sample validation (hold out) in GUI interface
Allow out of sample validation (hold out) in GUI interface
3 votes -
Multi user access to projects
Just migrated from a Limited Trial to Azure resources. Would like to allow other users access to the project via the Custom Vision portal so they can add new images from predictions and train new iterations, but don't want them to be able to play with other settings via the Azure Portal for example. The Documentation doesn't mention multi user access as far as I can see.
3 votes
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