From 4505986ed5a5ea5ad71bca2f81cdb8f21101c8fb Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Mon, 7 Apr 2025 19:21:07 -0500
Subject: [PATCH] reset state

---
 frigate/embeddings/onnx/runner.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/frigate/embeddings/onnx/runner.py b/frigate/embeddings/onnx/runner.py
index 645b99204..efb6047ed 100644
--- a/frigate/embeddings/onnx/runner.py
+++ b/frigate/embeddings/onnx/runner.py
@@ -94,6 +94,10 @@ class ONNXModelRunner:
         if self.type == "ov":
             infer_request = self.interpreter.create_infer_request()
 
+            # This ensures the model starts with a clean state for each sequence
+            # Important for RNN models like PaddleOCR recognition
+            infer_request.reset_state()
+
             outputs = infer_request.infer(input)
 
             return outputs