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An api in dataiku for image data
Added on February 18, 2019 4:17PM
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Replies: 4
tjh
Registered Posts: 20 ✭✭✭✭
Since it seems to be possible now to train neural networks in dataiku, also convolutional networks for images (?), it feels natural to ask if it is possible to deploy these models via api call? This means that the api should be able to receive an image as payload ...
Answers
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Hi,
You should be able to deploy a model with images as inputs on the API node. For example, sending the base64 content of the image file.
I'll see if one of our data scientists who has already done so can share a little more information here.
Jeremy -
It would be great if you could add this information to this discussion. Thanks !
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@Jeremy. Any news on this?
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Hi.
1.Push your model as usual on the API Node
2.Then when passing the payload, first transform your image in a base64 using img64 = base64.b64encode(myimage.read())
3. Then use the REST API as usual by passing the img64 in your payload.
