Jared here is one example:
json response object in December 2016:
`[[0.8806393, "fine bubble", "#009933"], [0.6915282, "white foam", "#00DD00"], [0.55617946, "minor turbulence", "#00DD00"], [0.372167, "no aeration", "#DD3300"], [0.22501685, "chocolate foam", "#DD3300"], [0.17013422, "Fine bubble - problem", "#DD0000"], [0.13426761, "turbulent fine bubble", "#DD0000"], [0.12559687, "Coarse Bubbling", "#DD0000"], [0.07767713, "lagoon aeration", "#DD0000"], [0.049635507, "fine-bubble", "#DD0000"], [0.03555199, "dark foam", "#DD0000"], [0.035265654, "surface aeration", "#DD0000"], [0.03263377, "thick foam", "#DD0000"], [0.032507103, "sludge bulking", "#DD0000"], [0.019425023, "clarifier", "#DD0000"], [0.016347287, "sludge clumping", "#DD0000"], [0.015407109, "ashing", "#DD0000"], [0.0131227225, "media", "#DD0000"], [0.007214305, "pin floc", "#DD0000"]]`
JSON response object from November 2016:
[[0.89843667, "fine bubble", "#009933"], [0.69001675, "no aeration", "#00DD00"], [0.6433797, "chocolate foam", "#00DD00"], [0.51499647, "white foam", "#00DD00"], [0.29659414, "minor turbulence", "#DD3300"], [0.246428, "thick foam", "#DD3300"], [0.22655775, "sludge bulking", "#DD3300"], [0.22092348, "dark foam", "#DD3300"], [0.21612865, "clarifier", "#DD3300"], [0.13976184, "Coarse Bubbling", "#DD0000"], [0.10831381, "turbulent fine bubble", "#DD0000"], [0.10352212, "Fine bubble - problem", "#DD0000"], [0.07135122, "sludge clumping", "#DD0000"], [0.012174087, "ashing", "#DD0000"], [0.011696056, "lagoon aeration", "#DD0000"], [0.011414594, "media", "#DD0000"], [0.0081657125, "surface aeration", "#DD0000"], [0.003158153, "pin floc", "#DD0000"]]
Today if you try to run either of these examples in our application or directly in the Clarifai preview AI the response is this error:
21202
Invalid model argument
There are no concepts added to this model yet. Please call: PATCH /models/{model_id}/output_info/data/concepts to add or remove concepts
We lost classification of over 1400 images with the problem you had migrating. Can you please restore these classifications from a backup? I'm concerned about the reliability of the Clarifai API , especially for development of a product around it.