Class: FeatherAi::Consensus

Inherits:
Object
  • Object
show all
Defined in:
lib/feather_ai/consensus.rb

Overview

Multi-model consensus identification to improve accuracy. rubocop:disable Metrics/ClassLength

Instance Method Summary collapse

Constructor Details

#initialize(config: FeatherAi.configuration) ⇒ Consensus

Returns a new instance of Consensus.



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# File 'lib/feather_ai/consensus.rb', line 7

def initialize(config: FeatherAi.configuration)
  @config = config
  @models = config.consensus_models
end

Instance Method Details

#identify(image = nil, audio = nil, location: nil, tools: nil) ⇒ Object 



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# File 'lib/feather_ai/consensus.rb', line 12

def identify(image = nil, audio = nil, location: nil, tools: nil)
  payload = { models: @models, location: location || @config.location }

  Instrumentation.instrument("consensus.feather_ai", payload) do
    results = fetch_results_from_models(image, audio, location, tools)
    shared_attrs = aggregate_metrics(results)
    result = build_consensus_result(results, shared_attrs)

    payload[:agreed] = result.confident?
    payload[:result] = result
    result
  end
end