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Round confidence results to 4 significant digits #221

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Round confidence results to 4 significant digits #221

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9 changes: 8 additions & 1 deletion app/core/edge_inference.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,8 @@
# This will be process-specific, so each edge-endpoint worker will have its own cache instance.
ttl_cache = TTLCache(maxsize=128, ttl=2)

CONFIDENCE_SIGNIFICANT_DIGITS = 4


@cached(ttl_cache)
def is_edge_inference_ready(inference_client_url: str) -> bool:
Expand Down Expand Up @@ -173,7 +175,12 @@ def parse_inference_response(response: dict) -> dict:
raise ValueError("Got more than one text prediction. This should not happen.")
text = text_predictions[0]

output_dict = {"confidence": confidence, "label": label, "text": text, "rois": rois}
output_dict = {
"confidence": round(confidence, CONFIDENCE_SIGNIFICANT_DIGITS),
"label": label,
"text": text,
"rois": rois,
}

return output_dict

Expand Down