Custom Vision Service

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  1. Ability to upload images through an API

    Ability to upload images through an API rather than manually uploading the images through the portal.

    We have thousands of images already tagged by our users, but uploading manually by a human is tedious work. We would love to be able to preselect them in our applications and send them in batches with our predefined tags.

    2 votes
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      1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
    • 1 vote
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        0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
      • Object Detection within an image

        It would be great to have the ability identify where in an image the item is. Ie if you train a model on detecting missing shingles on a roof, it would be great to show a bounding box around where the missing shingle is, in the image.

        6 votes
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          0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
        • 1 vote
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            0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
          • return only tags that have desired prediction probability

            more then 50% (maybe ammount given in body content).. if i tag many images of flowers and few of them has bees and others different kind of butterflies. i dont need information of bees and butterflies species that are not in the picture.

            2 votes
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              0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
            • Eliminate false positives

              I have trained my model with 500 images of different BMW motor vehicles however if i give it an image of a stretch Hummer it categorizes that as a BMW.

              It is able to correctly return low probability (or zero) for clearly non car related imagery but i would have thought it should also return a low probability of a stretch Hummer being a BMW too, not 99%

              Put another way, if an image is of the same type as that which the model is trained for then unless you have sufficient tags (e.g, lots of different vehicle makes) then…

              1 vote
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                0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
              • API Wrappers

                It would be nice to have Python/PHP/Nodes/Curl wrappers like Watson Custom Visual Recognition. Any plan?

                3 votes
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                  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                • Multiple Images in Single Request

                  Allow predictions for multiple images (files) in a single request similar to what is supported for training.

                  i.e. predictionEndpoint.PredictImages(Guid predictionKey, List<Stream> imageStreams)

                  5 votes
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                    1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                  • Ignore tags with less than 5 images when training

                    Currently, if you want to train your project, all tags need to have at least 5 images otherwise an error will be thrown and your entire project will not get trained.

                    Please allow an option to ignore tags with less that 5 images when training

                    2 votes
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                      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                    • Multiple object prediction

                      It would be nice to have a separate prediction for each object in a picture. For example, if i have a pen and a pencil in the same picture, i would like to have probability for each object (list of tags), and probability of number of objects perhaps. Or if i have two pencils in the same pictures, etc.

                      5 votes
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                        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
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