Accident Recognition

Now that we have retrained our model we can test it against some sample images.

We have converted our model to onnx format and placed a copy within an S3 bucket. We will test this version against some sample test images.

Using the re-trained model, we will see that we are able to identify a severe car crash with 88% certainty, like in the below picture.

retrained modelresults

To test the model yourself:

  • In your workbench, navigate to the folder insurance-claim-processing/lab-materials/04.

  • Look for (and open) the notebook called 04-04-accident-recog.ipynb

  • Execute the cells of the notebook.