test.ai

test.ai Classifier

gRPC service that classifies UI element screenshots into semantic labels. A single RPC, ClassifyElements, takes a map of element id to PNG bytes plus a label hint, a confidence threshold and a weaker-match flag, and returns a per-element label with confidence scores. This is the engine behind the test.ai Appium classifier plugin and the Java, Python, Node.js and Ruby classifier clients. The server is run by the consumer, so there is no vendor-hosted base URL — the clients take host and port as constructor arguments.

GitHub

Other Resources

🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/test-ai/refs/heads/main/grpc/test-ai-classifier.proto
🔗
SourceCode
https://github.com/testdotai/classifier-proto

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API entry from apis.yml

apis.yml Raw ↑ 
name: test.ai Classifier
description: gRPC service that classifies UI element screenshots into semantic labels. A single RPC, ClassifyElements,
  takes a map of element id to PNG bytes plus a label hint, a confidence threshold and a weaker-match
  flag, and returns a per-element label with confidence scores. This is the engine behind the test.ai
  Appium classifier plugin and the Java, Python, Node.js and Ruby classifier clients. The server is run
  by the consumer, so there is no vendor-hosted base URL — the clients take host and port as constructor
  arguments.
humanURL: https://github.com/testdotai/classifier-proto
tags:
- Machine-Learning
- Computer-Vision
- gRPC
tags_raw:
- Machine Learning
- Computer Vision
- gRPC
properties:
- type: Protobuf
  url: grpc/test-ai-classifier.proto
- type: SourceCode
  url: https://github.com/testdotai/classifier-proto