Issue when trying to add new training data to classifier

[testdotai]

Issue when trying to add new training data to classifier

[cnavrides]

Oh whoops. Will figure out a better update strategy, but try modify appium-classifier-plugin/lib/label.js to include paper airplane.

[ericsavoiewaltz]

There seems to be a bug in the appium plugin as well testdotai/appium-classifier-plugin#9

[ericsavoiewaltz]

Does the retraining script train the sample_run run_model.py script as well?

[ericsavoiewaltz]

Working on the fix you suggested - just getting some of that boring regular work out of the way.

[cnavrides]

Does the retraining script train the sample_run run_model.py script as well?

No it doesn't. The run_model.py is just a sample script so you can view your model and the results without needing to convert and put them into appium first.

[ericsavoiewaltz]

Okay so I tried updating appium-classifier-plugin/lib/label.js with the new label "paper airplane" and I got the same error.

An unknown server-side error occurred while processing the command. Original error: Prediction result array had 107 elements but labels list had 106 elements. They need to match. (Selenium::WebDriver::Error::UnknownError) UnknownError: An unknown server-side error occurred while processing the command. Original error: Prediction result array had 107 elements but labels list had 106 elements. They need to match. at getResponseForW3CError (/usr/local/lib/node_modules/appium/node_modules/appium-base-driver/lib/protocol/errors.js:826:9) at /usr/local/lib/node_modules/appium/node_modules/appium-base-driver/lib/protocol/protocol.js:450:37 at Generator.next (<anonymous>) at asyncGeneratorStep (/usr/local/lib/node_modules/appium/node_modules/@babel/runtime/helpers/asyncToGenerator.js:3:24) at _next (/usr/local/lib/node_modules/appium/node_modules/@babel/runtime/helpers/asyncToGenerator.js:25:9)

const LABELS = [
  " unclassified",
  "add",
  "airplane",
  "alarm",
  "arrow down",
  "arrow left",
  "arrow right",
  "arrow up",
  "attach",
  "bag",
  "barcode",
  "battery",
  "bluetooth",
  "bookmark",
  "brightness",
  "calculator",
  "calendar",
  "call",
  "camera",
  "car",
  "cart",
  "chart",
  "check mark",
  "clock",
  "close",
  "cloud",
  "computer",
  "contrast",
  "credit card",
  "crop",
  "cursor",
  "cut",
  "dashboard",
  "delete",
  "dollar",
  "download",
  "edit",
  "external link",
  "eye",
  "fab",
  "facebook",
  "fast forward",
  "favorite",
  "file",
  "filter",
  "fingerprint",
  "fire",
  "flag",
  "flashlight",
  "folder",
  "gift",
  "globe",
  "gmail",
  "google",
  "grid",
  "headphones",
  "home",
  "inbox",
  "info",
  "laptop",
  "light bulb",
  "link",
  "location",
  "lock",
  "mail",
  "map",
  "maximize",
  "megaphone",
  "menu",
  "microphone",
  "minimize",
  "mobile",
  "moon",
  "music",
  "mute",
  "notifications",
  "overflow menu",
  "paper airplane",
  "pinterest",
  "play",
  "printer",
  "profile avatar",
  "qr code",
  "question",
  "refresh",
  "reply",
  "rewind",
  "save",
  "search",
  "send",
  "settings",
  "share",
  "signal",
  "sort",
  "tag",
  "television",
  "thumbs up",
  "ticket",
  "trash",
  "trophy",
  "twitter",
  "unlock",
  "upload",
  "user",
  "video camera",
  "volume",
  "warning"
];

export default LABELS;

[cnavrides]

@ericsavoiewaltz - Are you sure you updated the right labels.js? It should be the appium-classifier-plugin folder under the appium/node_modules.

The error is stating that there are 106 labels in labels.js but the model has 107 possible labels in the classifier.js of appium-classifier-plugin

For clarity I will close this out here as the model appears to be built and converted properly with the labels, and it appears the issue is in the classifier plugin. If the problem persists please open an issue on the appium-classifier-plugin project

[ericsavoiewaltz]

@cnavrides I'm confused. I don't have a folder under appium/node_modules called "appium-classifier-plugin" I have "test-ai-classifier". That is the folder that I updated the labels.js file in and where I pasted the model folder from the retrain script.

[cnavrides]

Sorry. Got the github project name (appium-classifier-plugin) and npm name (test-ai-classifier) confused. It should be the label.js file under the test-ai-classifier folder.

[ericsavoiewaltz]

Okay I've tried the labels.js file in that folder twice now. I'm not sure what I could be doing wrong. I'm quite sure I've done it correctly as far as inserting a new row into an array object goes.

[pramodKarande]

@ericsavoiewaltz
try updating label.js file located at /usr/local/lib/node_modules/appium/node_modules/test-ai-classifier/build/lib this location.
it worked for me.